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Andreas K. Maier
Andreas Maier 0001
Person information
- affiliation: University of Erlangen-Nuremberg, Department of Computer Science, Pattern Recognition Laboratory, Erlangen, Germany
Other persons with the same name
- Andreas Maier 0002
(aka: Andreas Martin Maier) — University of Edinburgh, Higgs Centre for Theoretical Physics, Edinburgh, UK (and 2 more)
- Andreas Maier 0003 — Technical University of Kaiserslautern, Department of Computer Science, Kaiserslautern, Germany (and 1 more)
- Andreas Maier 0004 — University of Salzburg, Department of Computer Sciences, Salzburg, Austria
- Andreas Maier 0005 — IBM Germany Lab, Böblingen, Germany
- Andreas Maier 0006 — Ontoprise GmbH, Karlsruhe, Germany
- Andreas Maier 0007 — Zimory GmbH, Berlin, Germany
- Andreas Maier 0008 — Credit Suisse, Zurich, Switzerland
- Andreas Maier 0009
— University of Hamburg, Institute for Computational Systems Biology, Germany
- Andreas Maier 0010 — University of Augsburg, FIM Research Center, Germany
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2020 – today
- 2025
- [j157]Adarsh Bhandary Panambur
, Sheethal Bhat, Hui Yu, Prathmesh Madhu, Siming Bayer, Andreas K. Maier:
Attention-guided erasing for enhanced transfer learning in breast abnormality classification. Int. J. Comput. Assist. Radiol. Surg. 20(3): 433-440 (2025) - [j156]Luis Carlos Rivera Monroy, Leonhard Rist, Christian Ostalecki, Andreas Bauer, Julio Vera, Katharina Breininger, Andreas K. Maier:
Graph neural networks in multi-stained pathological imaging: extended comparative analysis of Radiomic features. Int. J. Comput. Assist. Radiol. Surg. 20(3): 497-505 (2025) - [j155]Thanaporn Viriyasaranon
, Serie Ma
, Mareike Thies
, Andreas Maier
, Jang-Hwan Choi
:
Unsupervised motion artifacts reduction for cone-beam CT via enhanced landmark detection. Expert Syst. Appl. 278: 127258 (2025) - [j154]Tobias Weise
, Kubilay Can Demir, Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Andreas Maier, Elmar Nöth, Maria Schuster, Björn Heismann, Seung Hee Yang:
Towards End-to-End Speech Articulation and Spoken Language Analysis Using Deep Learning. Hum. Centric Intell. Syst. 5(1): 103-122 (2025) - [j153]Paul Stoewer, Achim Schilling, Pegah Ramezani, Hassane Kissane, Andreas K. Maier, Patrick Krauss
:
Multi-modal cognitive maps for language and vision based on neural successor representations. Neurocomputing 631: 129662 (2025) - [j152]Thomas Gorges
, Teresa Scholz
, Stefan Saloman
, Mathias Zinnen
, Juliane Hoffmann
, Nora Gourmelon
, Andreas Maier
, Sebastian Hettenkofer
, Vincent Christlein
:
PASAL: Progress- and sparsity-aware loss balancing for heterogeneous dataset fusion. Inf. Fusion 120: 103038 (2025) - [j151]Wonkyeong Lee, Fabian Wagner, Adrian Galdran, Yongyi Shi, Wenjun Xia, Ge Wang, Xuanqin Mou, Md. Atik Ahamed
, Abdullah-Al-Zubaer Imran
, Ji Eun Oh, Kyungsang Kim, Jong Tak Baek, Dongheon Lee, Boohwi Hong, Philip Tempelman, Donghang Lyu, Adrian Kuiper, Lars van Blokland, Maria Baldeon Calisto, Scott S. Hsieh, Minah Han, Jongduk Baek, Andreas Maier, Adam S. Wang
, Garry Evan Gold
, Jang-Hwan Choi
:
Low-dose computed tomography perceptual image quality assessment. Medical Image Anal. 99: 103343 (2025) - [j150]Mareike Thies
, Fabian Wagner
, Noah Maul
, Haijun Yu
, Manuela Goldmann
, Linda-Sophie Schneider, Mingxuan Gu
, Siyuan Mei, Lukas Folle
, Alexander Preuhs
, Michael Manhart
, Andreas K. Maier
:
A Gradient-Based Approach to Fast and Accurate Head Motion Compensation in Cone-Beam CT. IEEE Trans. Medical Imaging 44(2): 1098-1109 (2025) - [c567]Chang Liu, Fuxin Fan, Annette Schwarz, Andreas K. Maier
:
Anatomy-aware Data Augmentation for Multi-organ Segmentation in CT - AnatoMix. Bildverarbeitung für die Medizin 2025: 136-141 - [c566]Luis Carlos Rivera Monroy, Leonhard Rist, Frauke Wilm, Christian Ostalecki, Andreas Baur, Julio Vera, Katharina Breininger, Andreas K. Maier:
Abstract: Multi-level Cancer Profiling through Joint Cell-graph Representations. Bildverarbeitung für die Medizin 2025: 156 - [c565]Leyi Tang, Merlin A. Nau, Andreas K. Maier:
End-to-end Encoders Stabilize Quantum Convolutional Neural Networks for Medical Image Classification. Bildverarbeitung für die Medizin 2025: 158-163 - [c564]Sheethal Bhat, Adarsh Bhandary Panambur, Awais Mansoor, Bogdan Georgescu, Sasa Grbic, Andreas K. Maier
:
Towards Robust Zero-shot Chest X-ray Classification - Exploring Data Distribution Bias in Chest X-ray Datasets. Bildverarbeitung für die Medizin 2025: 191-196 - [c563]Tomás Arias-Vergara, Paula Andrea Pérez-Toro, Xiaofeng Liu, Fangxu Xing, Maureen Stone, Jiachen Zhuo, Jerry L. Prince, Maria Schuster, Elmar Nöth, Jonghye Woo, Andreas K. Maier
:
Abstract: Contrastive Learning Approach for Assessment of Speech in Patients with Tongue Cancer using MRI Data. Bildverarbeitung für die Medizin 2025: 216 - [c562]Maryam Parvin, Maximilian Rohleder, Andreas K. Maier
, Holger Kunze:
Automatic Detection of Bronchoscopes on X-ray Images. Bildverarbeitung für die Medizin 2025: 248-253 - [c561]Prajol Shrestha
, Mikhail Kulyabin, Aline Sindel, Hilde R. Pedersen, Stuart J. Gilson, Rigmor C. Baraas, Andreas K. Maier
:
Automated Segmentation and Analysis of Cone Photoreceptors in Multimodal Adaptive Optics Imaging. Bildverarbeitung für die Medizin 2025: 254-259 - [c560]Prakhar Bhardwaj, Sheethal Bhat, Andreas K. Maier
:
Enhancing Zero-shot Learning in Chest X-ray Diagnostics using BioBERT for Textual Representation. Bildverarbeitung für die Medizin 2025: 270-275 - [c559]Noah Maul, Annette Birkhold, Fabian Wagner, Mareike Thies, Maximilian Rohleder, Philipp Berg, Markus Kowarschik, Andreas K. Maier
:
Abstract: Simulation-informed Learning for Time-resolved Angiographic Contrast Agent Concentration Reconstruction. Bildverarbeitung für die Medizin 2025: 276 - [c558]Junaid R. Rajput, Simon Weinmueller, Jonathan Endres, Peter Dawood, Florian Knoll, Andreas K. Maier
, Moritz Zaiss:
Abstract: Death by Retrospective Undersampling - Caveats and Solutions for Learning-Based MRI Reconstructions. Bildverarbeitung für die Medizin 2025: 285 - [c557]Chengze Ye, Linda-Sophie Schneider, Yipeng Sun, Mareike Thies, Andreas K. Maier
:
Learned Shift-variant CBCT Reconstruction Weights for Non-continuous Trajectories. Bildverarbeitung für die Medizin 2025: 292-297 - [c556]Daiqi Liu, Fuxin Fan, Andreas K. Maier
:
Category-fragment Segmentation Framework for Pelvic Fracture Segmentation in X-ray Images. Bildverarbeitung für die Medizin 2025: 311-316 - [c555]Badhan Kumar Das, Gengyan Zhao, Han Liu, Thomas J. Re, Dorin Comaniciu, Eli Gibson, Andreas K. Maier:
Self Pre-Training with Adaptive Mask Autoencoders for Variable-Contrast 3D Medical Imaging. ISBI 2025: 1-5 - [c554]Lukas Hüttner, Martin Mayr, Thomas Gorges, Fei Wu
, Mathias Seuret, Andreas K. Maier, Vincent Christlein:
Low-Rank Adaptation vs. Fine-Tuning for Handwritten Text Recognition. WACV (Workshops) 2025: 1233-1242 - [e15]Christoph Palm
, Katharina Breininger
, Thomas M. Deserno
, Heinz Handels
, Andreas Maier
, Klaus H. Maier-Hein
, Thomas Tolxdorff
:
Bildverarbeitung für die Medizin 2025 - Proceedings, German Conference on Medical Image Computing, Regensburg, March 09-11, 2025. Informatik Aktuell, Springer 2025, ISBN 978-3-658-47421-8 [contents] - [e14]Anna Schroder, Xiang Li
, Tanveer F. Syeda-Mahmood, Neil P. Oxtoby
, Alexandra L. Young
, Alessa Hering
, Tejas S. Mathai, Pritam Mukherjee
, Sven Kuckertz
, Tiantian He, Isaac Llorente-Saguer
, Andreas Maier
, Satyananda Kashyap
, Hayit Greenspan, Anant Madabhushi:
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 Workshops - LDTM 2024, MMMI/ML4MHD 2024, ML-CDS 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6-10, 2024, Proceedings. Lecture Notes in Computer Science 15401, Springer 2025, ISBN 978-3-031-84524-6 [contents] - [i332]Nora Gourmelon, Konrad Heidler, Erik Loebel, Daniel Cheng, Julian Klink, Anda Dong, Fei Wu
, Noah Maul, Moritz Koch, Marcel Dreier, Dakota Pyles, Thorsten Seehaus, Matthias Braun, Andreas Maier, Vincent Christlein:
Comparison Study: Glacier Calving Front Delineation in Synthetic Aperture Radar Images With Deep Learning. CoRR abs/2501.05281 (2025) - [i331]Fabian Hildebrandt, Andreas K. Maier, Patrick Krauss, Achim Schilling:
Refusal Behavior in Large Language Models: A Nonlinear Perspective. CoRR abs/2501.08145 (2025) - [i330]Badhan Kumar Das, Gengyan Zhao, Han Liu, Thomas J. Re, Dorin Comaniciu, Eli Gibson, Andreas K. Maier:
Self Pre-training with Adaptive Mask Autoencoders for Variable-Contrast 3D Medical Imaging. CoRR abs/2501.09096 (2025) - [i329]Chengze Ye, Linda-Sophie Schneider, Yipeng Sun, Mareike Thies, Andreas K. Maier:
Compressibility Analysis for the differentiable shift-variant Filtered Backprojection Model. CoRR abs/2501.11586 (2025) - [i328]Saahil Islam, Venkatesh N. Murthy, Dominik Neumann, Serkan Çimen, Puneet Sharma, Andreas K. Maier, Dorin Comaniciu, Florin C. Ghesu:
A Novel Tracking Framework for Devices in X-ray Leveraging Supplementary Cue-Driven Self-Supervised Features. CoRR abs/2501.12958 (2025) - [i327]Ahmed Gomaa, Yixing Huang
, Pluvio Stephan, Katharina Breininger, Benjamin Frey, Arnd Dörfler, Oliver Schnell, Daniel Delev, Roland Coras, Charlotte Schmitter, Jenny Stritzelberger, Sabine Semrau, Andreas K. Maier, Siming Bayer, Stephan Schönecker, Dieter Henrik Heiland, Peter H. N. de With, Udo S. Gaipl, Christoph Bert, Rainer Fietkau, Manuel A. Schmidt, Florian Putz:
A Self-supervised Multimodal Deep Learning Approach to Differentiate Post-radiotherapy Progression from Pseudoprogression in Glioblastoma. CoRR abs/2502.03999 (2025) - [i326]Adithya Ramachandran, Thorkil Flensmark, B. Neergaard, Andreas K. Maier, Siming Bayer:
Advancing Heat Demand Forecasting with Attention Mechanisms: Opportunities and Challenges. CoRR abs/2502.07854 (2025) - [i325]Lukas Buess, Matthias Keicher, Nassir Navab, Andreas K. Maier, Soroosh Tayebi Arasteh
:
From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine. CoRR abs/2502.09242 (2025) - [i324]Merlin A. Nau, Luca A. Nutricati, Bruno Camino, Paul A. Warburton, Andreas K. Maier:
Quantum Annealing Feature Selection on Light-weight Medical Image Datasets. CoRR abs/2502.19201 (2025) - [i323]Badhan Kumar Das, Ajay Singh, Saahil Islam, Gengyan Zhao, Andreas Maier:
SegResMamba: An Efficient Architecture for 3D Medical Image Segmentation. CoRR abs/2503.07766 (2025) - [i322]Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Fangxu Xing, Xiaofeng Liu, Maureen Stone, Jiachen Zhuo, Juan Rafael Orozco-Arroyave, Elmar Nöth, Jana Hutter, Jerry L. Prince, Andreas K. Maier, Jonghye Woo:
A Speech-to-Video Synthesis Approach Using Spatio-Temporal Diffusion for Vocal Tract MRI. CoRR abs/2503.12102 (2025) - [i321]Prakhar Bhardwaj, Sheethal Bhat, Andreas Maier:
Enhancing zero-shot learning in medical imaging: integrating clip with advanced techniques for improved chest x-ray analysis. CoRR abs/2503.13134 (2025) - [i320]Badhan Kumar Das, Gengyan Zhao, Han Liu, Thomas J. Re, Dorin Comaniciu, Eli Gibson, Andreas K. Maier:
AdaViT: Adaptive Vision Transformer for Flexible Pretrain and Finetune with Variable 3D Medical Image Modalities. CoRR abs/2504.03589 (2025) - [i319]Daiqi Liu, Fuxin Fan, Andreas K. Maier:
A Category-Fragment Segmentation Framework for Pelvic Fracture Segmentation in X-ray Images. CoRR abs/2504.11872 (2025) - [i318]Daiqi Liu, Fuxin Fan, Andreas K. Maier:
Novel-view X-ray Projection Synthesis through Geometry-Integrated Deep Learning. CoRR abs/2504.11953 (2025) - [i317]Yipeng Sun, Linda-Sophie Schneider, Mingxuan Gu, Siyuan Mei, Chengze Ye, Fabian Wagner, Siming Bayer, Andreas K. Maier:
Filter2Noise: Interpretable Self-Supervised Single-Image Denoising for Low-Dose CT with Attention-Guided Bilateral Filtering. CoRR abs/2504.13519 (2025) - 2024
- [j149]Mikhail Kulyabin
, Paul A. Constable
, Aleksei E. Zhdanov
, Irene O. Lee
, Dorothy A. Thompson
, Andreas K. Maier
:
Attention to the Electroretinogram: Gated Multilayer Perceptron for ASD Classification. IEEE Access 12: 52352-52362 (2024) - [j148]Yixing Huang
, Christoph Bert
, Ahmed Gomaa, Rainer Fietkau, Andreas K. Maier
, Florian Putz
:
An Experimental Survey of Incremental Transfer Learning for Multicenter Collaboration. IEEE Access 12: 101210-101227 (2024) - [j147]Maximilian Rohleder
, Mareike Thies
, Sophie Riedl
, Benno Bullert
, Jula Gierse
, Maxim Privalov
, Eric Mandelka
, Sven Yves Vetter
, Andreas K. Maier
, Björn W. Kreher
:
An interactive task-based method for the avoidance of metal artifacts in CBCT. Int. J. Comput. Assist. Radiol. Surg. 19(7): 1399-1407 (2024) - [j146]Noah Maul
, Annette Birkhold
, Fabian Wagner, Mareike Thies
, Maximilian Rohleder
, Philipp Berg, Markus Kowarschik, Andreas K. Maier:
Simulation-informed learning for time-resolved angiographic contrast agent concentration reconstruction. Comput. Biol. Medicine 182: 109178 (2024) - [j145]Mathias Zinnen
, Prathmesh Madhu
, Inger Leemans
, Peter Bell
, Azhar Hussian, Hang Tran, Ali Hürriyetoglu
, Andreas K. Maier
, Vincent Christlein
:
Smelly, dense, and spreaded: The Object Detection for Olfactory References (ODOR) dataset. Expert Syst. Appl. 255: 124576 (2024) - [j144]Felipe André Zeiser
, Cristiano André da Costa
, Gabriel de Oliveira Ramos
, Andreas K. Maier
, Rodrigo da Rosa Righi
:
CheXReport: A transformer-based architecture to generate chest X-ray reports suggestions. Expert Syst. Appl. 255: 124644 (2024) - [j143]Yihao Hou, Christoph Bert, Ahmed Gomaa, Godehard Lahmer, Daniel Höfler, Thomas Weissmann, Raphaela Voigt, Philipp Schubert, Charlotte Schmitter, Alina Depardon, Sabine Semrau, Andreas K. Maier, Rainer Fietkau, Yixing Huang
, Florian Putz:
Fine-tuning a local LLaMA-3 large language model for automated privacy-preserving physician letter generation in radiation oncology. Frontiers Artif. Intell. 7 (2024) - [j142]Elina Lesyk
, Tomás Arias-Vergara, Elmar Nöth, Andreas Maier, Juan Rafael Orozco-Arroyave, Paula Andrea Pérez-Toro
:
Empathetic Deep Learning: Transferring Adult Speech Emotion Models to Children With Gender-Specific Adaptations Using Neural Embeddings. Hum. Centric Intell. Syst. 4(4): 633-642 (2024) - [j141]Regine Büter, John J. Han
, Ayberk Acar, Yizhou Li, Paola Ruiz Puentes, Roger D. Soberanis-Mukul
, Iris Gupta, Joyraj Bhowmick
, Ahmed Ghazi, Andreas K. Maier
, Mathias Unberath
, Jie Ying Wu:
Improving the Temporal Accuracy of Eye Gaze Tracking for the da Vinci Surgical System through Automatic Detection of Decalibration Events and Recalibration. J. Medical Robotics Res. 9(1&2): 2440001:1-2440001:9 (2024) - [j140]Achim Schilling
, Richard Gerum
, Claudia Boehm, Jwan Rasheed, Claus Metzner, Andreas Maier, Caroline Reindl, Hajo M. Hamer
, Patrick Krauss
:
Deep learning based decoding of single local field potential events. NeuroImage 297: 120696 (2024) - [j139]Johannes Emmert
, Ronald Mendez
, Houman Mirzaalian Dastjerdi, Christopher Syben, Andreas K. Maier:
The Artificial Neural Twin - Process optimization and continual learning in distributed process chains. Neural Networks 180: 106647 (2024) - [j138]Fei Wu
, Nora Gourmelon
, Thorsten Seehaus
, Jianlin Zhang
, Matthias H. Braun, Andreas K. Maier
, Vincent Christlein
:
Contextual HookFormer for Glacier Calving Front Segmentation. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j137]Haijun Yu
, Song Ni
, Mareike Thies
, Fabian Wagner
, Yixing Huang
, Fengling Liu
, Andreas K. Maier
:
Multiple Source Translation Micro-CT Improves Both Field-of-View and Spatial Resolution. IEEE Trans. Instrum. Meas. 73: 1-11 (2024) - [c553]Merlin A. Nau, A. Hans Vija, Maximilian P. Reymann, Wesley Gohn, Andreas K. Maier:
Improving Hybrid Quantum Annealing Tomographic Image Reconstruction with Regularization Strategies. Bildverarbeitung für die Medizin 2024: 3-8 - [c552]Christof A. Bertram, Christian Marzahl, Alexander Bartel, Jason Stayt, Federico Bonsembiante, Janet Beeler-Marfisi, Ann K. Barton, Ginevra Brocca, Maria E. Gelain, Agnes C. Gläsel, Kelly du Preez, Kristina Weiler, Christiane Weissenbacher-Lang, Katharina Breininger, Marc Aubreville, Andreas K. Maier, Robert Klopfleisch, Jenny Hill:
Abstract: Cytologic Scoring of Equine Exercise-induced Pulmonary Hemorrhage - Performance of Human Experts and a Deep Learning. Bildverarbeitung für die Medizin 2024: 10 - [c551]Leonhard Rist
, Oliver Taubmann
, Hendrik Ditt, Michael Sühling, Andreas K. Maier
:
Abstract: Flexible Unfolding of Circular Structures for Rendering Textbook-style Cerebrovascular Maps. Bildverarbeitung für die Medizin 2024: 12 - [c550]Adarsh Bhandary Panambur
, Hui Yu, Sheethal Bhat, Prathmesh Madhu, Siming Bayer, Andreas K. Maier:
Attention-guided Erasing - Novel Augmentation Method for Enhancing Downstream Breast Density Classification. Bildverarbeitung für die Medizin 2024: 13-18 - [c549]Laura Pfaff, Fabian Wagner, Julian Hossbach, Elisabeth Preuhs, Mareike Thies, Felix Denzinger, Dominik Nickel, Tobias Würfl, Andreas K. Maier:
Abstract: Robust Multi-contrast MRI Denoising using Trainable Bilateral Filters without Noise-free Targets. Bildverarbeitung für die Medizin 2024: 26 - [c548]Kai Packhäuser, Lukas Folle, Tri-Thien Nguyen, Florian Thamm, Andreas K. Maier:
Privacy-enhancing Image Sampling for the Synthesis of High-quality Anonymous Chest Radiographs. Bildverarbeitung für die Medizin 2024: 27-32 - [c547]Moritz Zaiss, Junaid R. Rajput, Hoai Nam Dang, Vladimir Golkov, Daniel Cremers, Florian Knoll, Andreas K. Maier:
Exploring GPT-4 as MR Sequence and Reconstruction Programming Assistant - GPT4MR. Bildverarbeitung für die Medizin 2024: 94-99 - [c546]Felix Denzinger, Michael Wels, Oliver Taubmann, Florian Kordon, Fabian Wagner, Stephanie Mehltretter, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas K. Maier, Katharina Breininger:
Abstract: Handling Label Uncertainty on the Example of Automatic Detection of Shepherd's Crook RCA in Coronary CT Angiography. Bildverarbeitung für die Medizin 2024: 116 - [c545]Fuxin Fan, Yangkong Wang, Ludwig Ritschl, Ramyar Biniazan, Marcel Beister, Björn W. Kreher, Yixing Huang, Steffen Kappler, Andreas K. Maier:
Abstract: Metal-conscious Embedding for CBCT Projection Inpainting. Bildverarbeitung für die Medizin 2024: 156 - [c544]Fabian Wagner, Mareike Thies, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Daniela Weidner, Noah Maul, Maximilian Rohleder, Mingxuan Gu, Jonas Utz, Felix Denzinger, Andreas K. Maier:
Abstract: Self-supervised CT Dual Domain Denoising using Low-parameter Models. Bildverarbeitung für die Medizin 2024: 159 - [c543]Luis Carlos Rivera Monroy, Leonhard Rist, Martin Eberhardt, Christian Ostalecki, Andreas Bauer, Julio Vera, Katharina Breininger, Andreas K. Maier:
Comparative Analysis of Radiomic Features and Gene Expression Profiles in Histopathology Data using Graph Neural Networks. Bildverarbeitung für die Medizin 2024: 160-165 - [c542]Stefan B. Ploner, Jungeun Won, Julia Schottenhamml, Jessica Girgis, Kenneth Lam, Nadia Waheed, James G. Fujimoto, Andreas K. Maier:
Abstract: Spatiotemporal Illumination Model for 3D Image Fusion in Optical Coherence Tomography. Bildverarbeitung für die Medizin 2024: 203 - [c541]Mareike Thies, Fabian Wagner, Noah Maul, Lukas Folle, Manuela Meier, Maximilian Rohleder, Linda-Sophie Schneider, Laura Pfaff, Mingxuan Gu, Jonas Utz, Felix Denzinger, Michael Manhart, Andreas K. Maier:
Abstract: Gradient-based Geometry Learning for Fan-beam CT Reconstruction. Bildverarbeitung für die Medizin 2024: 204 - [c540]Mareike Thies, Fabian Wagner, Mingxuan Gu, Siyuan Mei
, Yixing Huang
, Sabrina Pechmann, Oliver Aust, Daniela Weidner, Georgiana Neag, Stefan Uderhardt, Georg Schett, Silke H. Christiansen, Andreas K. Maier:
Exploring Epipolar Consistency Conditions. Bildverarbeitung für die Medizin 2024: 211-216 - [c539]Maximilian Rohleder, Charlotte Pradel, Fabian Wagner, Mareike Thies, Noah Maul, Felix Denzinger, Andreas K. Maier, Björn W. Kreher:
Abstract: Enabling Geometry Aware Learning Through Differentiable Epipolar View Translation. Bildverarbeitung für die Medizin 2024: 217 - [c538]Benjamin El-Zein, Dominik Eckert, Thomas Weber, Maximilian Rohleder, Ludwig Ritschl, Steffen Kappler, Andreas K. Maier:
Abstract: Realistic Collimated X-ray Image Simulation Pipeline. Bildverarbeitung für die Medizin 2024: 218 - [c537]Christopher Brückner, Chang Liu, Leonhard Rist, Andreas K. Maier:
Influence of imperfect annotations on deep learning segmentation models. Bildverarbeitung für die Medizin 2024: 226-231 - [c536]Linda Vorberg, Oliver Taubmann, Hendrik Ditt, Andreas K. Maier:
Segmentation of Acute Ischemic Stroke in Native and Enhanced CT using Uncertainty-aware Labels. Bildverarbeitung für die Medizin 2024: 267-272 - [c535]Tianyi Wang, Chang Liu, Leonhard Rist, Andreas K. Maier:
Multi-organ Segmentation in CT from Partially Annotated Datasets using Disentangled Learning. Bildverarbeitung für die Medizin 2024: 291-296 - [c534]Aniol Serra Juhé, Daniel Rinck, Andreas K. Maier:
Abstract: Generation of Synthetic 3D Data using Simulated MR Examinations in Augmented Reality. Bildverarbeitung für die Medizin 2024: 297 - [c533]Lena Augustin, Fabian Wagner, Mareike Thies, Andreas K. Maier:
Neural Network-based Sinogram Upsampling in Real-measured CT Reconstruction. Bildverarbeitung für die Medizin 2024: 310-315 - [c532]Siyuan Mei
, Fuxin Fan, Andreas K. Maier:
Abstract: Metal Inpainting in CBCT Projections using Score-based Generative Model. Bildverarbeitung für die Medizin 2024: 336 - [c531]Junaid R. Rajput, Tim A. Möhle, Moritz S. Fabian, Angelika Mennecke, Jochen A. Sembill, Joji B. Kuramatsu, Manuel Schmidt, Arnd Dörfler, Andreas K. Maier, Moritz Zaiss:
Abstract: Physics-informed Conditional Autoencoder Approach for Robust Metabolic CEST MRI at 7T. Bildverarbeitung für die Medizin 2024: 337 - [c530]Wenke Karbole, Stefan B. Ploner, Jungeun Won, Anna Marmalidou, Hiroyuki Takahashi, Nadia K. Waheed, James G. Fujimoto, Andreas K. Maier:
3D Deep Learning-based Boundary Regression of an Age-related Retinal Biomarker in High Resolution OCT. Bildverarbeitung für die Medizin 2024: 350-355 - [c529]Noah Maul, Katharina Zinn, Fabian Wagner, Mareike Thies, Maximilian Rohleder, Laura Pfaff, Markus Kowarschik, Annette Birkhold, Andreas K. Maier:
Abstract: Transient Hemodynamics Prediction using an Efficient Octree-based Deep Learning Model. Bildverarbeitung für die Medizin 2024: 362 - [c528]Kai Packhäuser, Sebastian Gündel, Florian Thamm, Felix Denzinger, Andreas K. Maier:
Abstract: Utility-preserving Measure for Patient Privacy - Deep Learning-based Anonymization of Chest Radiographs. Bildverarbeitung für die Medizin 2024: 363 - [c527]Shumei Liu, Haiting Huang, Mathias Zinnen
, Andreas K. Maier
, Vincent Christlein
:
Novel Artistic Scene-Centric Datasets for Effective Transfer Learning in Fragrant Spaces. >ECCV Workshops (6) 2024: 161-176 - [c526]Mathias Öttl, Frauke Wilm, Jana Steenpass, Jingna Qiu, Matthias Rübner, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas Maier, Ramona Erber, Bernhard Kainz
, Katharina Breininger:
Style-Extracting Diffusion Models for Semi-supervised Histopathology Segmentation. ECCV (75) 2024: 236-252 - [c525]Nastassia Vysotskaya, Noah Maul, Alessandra Fusco, Souvik Hazra, Jens Harnisch, Tomás Arias-Vergara, Andreas K. Maier:
Transforming Cardiovascular Health: a Transformer-Based Approach to Continuous, Non-Invasive Blood Pressure Estimation via Radar Sensing. ICASSP 2024: 2041-2045 - [c524]Paula Andrea Pérez-Toro, Judith Dineley
, Agnieszka Kaczkowska, Pauline Conde, Yuezhou Zhang, Faith Matcham, Sara Siddi, Josep Maria Haro, Stuart Bruce, Til Wykes, Raquel Bailón, Srinivasan Vairavan, Richard J. B. Dobson
, Andreas K. Maier, Elmar Nöth, Juan Rafael Orozco-Arroyave
, Vaibhav A. Narayan, Nicholas Cummins
:
Longitudinal Modeling of Depression Shifts Using Speech and Language. ICASSP 2024: 12021-12025 - [c523]Mikhail Kulyabin, Gleb Sokolov, Aleksandr Galaida, Andreas K. Maier, Tomás Arias-Vergara:
SNOBERT: A Benchmark for Clinical Notes Entity Linking in the SNOMED CT Clinical Terminology. ICPR (31) 2024: 154-163 - [c522]Mikhail Kulyabin, Aline Sindel, Hilde R. Pedersen, Stuart J. Gilson, Rigmor C. Baraas, Andreas K. Maier:
Generalist Segmentation Algorithm for Photoreceptors Analysis in Adaptive Optics Imaging. ICPR (28) 2024: 168-182 - [c521]Alexander Barnhill
, Jared R. Towers, Elmar Nöth
, Andreas Maier, Christian Bergler:
Utilizing Deep Incomplete Classifiers to Implement Semantic Clustering for Killer Whale Photo Identification Data. ICPR (1) 2024: 346-361 - [c520]Tomás Arias-Vergara, Paula Andrea Pérez-Toro, Xiaofeng Liu, Fangxu Xing, Maureen Stone, Jiachen Zhuo, Jerry L. Prince, Maria Schuster, Elmar Nöth, Jonghye Woo, Andreas K. Maier:
Contrastive Learning Approach for Assessment of Phonological Precision in Patients with Tongue Cancer Using MRI Data. INTERSPEECH 2024 - [c519]Alexander Barnhill
, Elmar Nöth, Andreas K. Maier, Christian Bergler:
ANIMAL-CLEAN - A Deep Denoising Toolkit for Animal-Independent Signal Enhancement. INTERSPEECH 2024 - [c518]Kubilay Can Demir, Belén Lojo Rodríguez, Tobias Weise, Andreas K. Maier, Seung Hee Yang:
Towards Intelligent Speech Assistants in Operating Rooms: A Multimodal Model for Surgical Workflow Analysis. INTERSPEECH 2024 - [c517]Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Philipp Klumpp, Tobias Weise, Maria Schuster, Elmar Nöth, Juan Rafael Orozco-Arroyave, Andreas K. Maier:
Multilingual Speech and Language Analysis for the Assessment of Mild Cognitive Impairment: Outcomes from the Taukadial Challenge. INTERSPEECH 2024 - [c516]Tobias Weise, Philipp Klumpp, Kubilay Can Demir, Paula Andrea Pérez-Toro, Maria Schuster, Elmar Nöth, Björn Heismann, Andreas K. Maier, Seung Hee Yang:
Speaker- and Text-Independent Estimation of Articulatory Movements and Phoneme Alignments from Speech. INTERSPEECH 2024 - [c515]Axel Adrian, Osman Anil Basaran, Nathan Dykes, Stephanie Evert, Michael Gritz, Merlin Humml, Michael Kohlhase, Johannes Lindner, Andreas Maier, Stephan Prettner, Max Rapp, Lutz Schröder, Verena Stürmer:
DIREGA - Building Decision Support for German Register Law. JURIX 2024: 360-362 - [c514]Linda Vorberg
, Hendrik Ditt
, Michael Sühling
, Andreas K. Maier
, Nicolas Murray
, Savvas Nicolaou
, Oliver Taubmann
:
Bayesian Uncertainty Estimation Improves nnU-Net Generalization to Unseen Sites for Stroke Lesion Segmentation. SWITCH/ISLES@MICCAI 2024: 22-30 - [c513]Saahil Islam
, Venkatesh N. Murthy, Dominik Neumann, Serkan Çimen, Puneet Sharma, Andreas K. Maier, Dorin Comaniciu, Florin C. Ghesu:
A Novel Tracking Framework for Devices in X-ray Leveraging Supplementary Cue-Driven Self-supervised Features. MICCAI (6) 2024: 25-34 - [c512]Linda Vorberg
, Hendrik Ditt
, Michael Sühling
, Andreas K. Maier
, Nicolas Murray
, Savvas Nicolaou
, Oliver Taubmann
:
Usefulness of Monoenergetic Non-contrast CT and X-Map Images for Deep Learning-Based Stroke Lesion Segmentation. SWITCH/ISLES@MICCAI 2024: 31-39 - [c511]Leonhard Rist, Christopher Homm, Félix Lades, Abraham Ayala Hernandez, Michael Sühling, Erik Gudman Steuble Brandt, Andreas K. Maier, Oliver Taubmann:
Pancreatic Vessel Landmark Detection in CT Angiography Using Prior Anatomical Knowledge. AIPAD/PILM@MICCAI 2024: 45-54 - [c510]Noah Maul, Annette Birkhold, Mareike Thies, Nastassia Vysotskaya, Fabian Wagner, Laura Pfaff, Markus Kowarschik, Andreas K. Maier:
Virtual DSA for Learning Contrast Agent Dynamics in Projection Space. SWITCH/ISLES@MICCAI 2024: 51-60 - [c509]Leonhard Rist, Hendrik Ditt, Michael Sühling, Valentin Honus, Peter Schramm, Andreas K. Maier, Oliver Taubmann:
Robust Feature Selection for Classifying Early Ischemic Changes in Posterior Stroke. SWITCH/ISLES@MICCAI 2024: 61-70 - [c508]Chang Liu, Fuxin Fan, Annette Schwarz, Andreas K. Maier:
Cut to the Mix: Simple Data Augmentation Outperforms Elaborate Ones in Limited Organ Segmentation Datasets. MICCAI (8) 2024: 145-154 - [c507]Annette Schwarz, Jannis Dickmann
, Christian Hofmann, Juliane Szkitsak
, Christoph Bert
, Andreas Maier
, Tomás Arias-Vergara
:
Cross-Modality Image Quality Prediction for Time-Resolved CT from Breathing Signals. LDTM/MMMI/ML4MHD/ML-CDS@MICCAI 2024: 147-156 - [c506]Amr Hagag, Ahmed Gomaa, Dominik Kornek, Andreas Maier
, Rainer Fietkau, Christoph Bert
, Yixing Huang
, Florian Putz
:
Deep Learning for Cancer Prognosis Prediction Using Portrait Photos by StyleGAN Embedding. MICCAI (5) 2024: 198-208 - [c505]Junaid R. Rajput, Simon Weinmueller, Jonathan Endres, Peter Dawood, Florian Knoll, Andreas K. Maier, Moritz Zaiss:
Death by Retrospective Undersampling - Caveats and Solutions for Learning-Based MRI Reconstructions. MICCAI (7) 2024: 233-241 - [c504]Mareike Thies
, Noah Maul
, Siyuan Mei
, Laura Pfaff, Nastassia Vysotskaya
, Mingxuan Gu
, Jonas Utz, Dennis Possart, Lukas Folle
, Fabian Wagner
, Andreas K. Maier
:
Differentiable Score-Based Likelihoods: Learning CT Motion Compensation from Clean Images. MICCAI (7) 2024: 253-263 - [c503]Laura Pfaff, Fabian Wagner, Nastassia Vysotskaya, Mareike Thies, Noah Maul, Siyuan Mei, Tobias Würfl, Andreas K. Maier:
No-New-Denoiser: A Critical Analysis of Diffusion Models for Medical Image Denoising. MICCAI (10) 2024: 568-578 - [c502]Mingxuan Gu, Mareike Thies, Siyuan Mei, Fabian Wagner, Mingcheng Fan, Yipeng Sun, Zhaoya Pan, Sulaiman Vesal, Ronak Kosti, Dennis Possart, Jonas Utz, Andreas K. Maier:
Unsupervised Domain Adaptation Using Soft-Labeled Contrastive Learning with Reversed Monte Carlo Method for Cardiac Image Segmentation. MICCAI (9) 2024: 681-691 - [c501]Xiaofeng Liu, Fangxu Xing, Zhangxing Bian, Tomás Arias-Vergara, Paula Andrea Pérez-Toro, Andreas K. Maier, Maureen Stone, Jiachen Zhuo, Jerry L. Prince, Jonghye Woo:
Tagged-to-Cine MRI Sequence Synthesis via Light Spatial-Temporal Transformer. MICCAI (7) 2024: 701-711 - [c500]Lukas Buess, Marijn F. Stollenga, David Schinz, Benedikt Wiestler, Jan Kirschke, Andreas K. Maier, Nassir Navab, Matthias Keicher:
Video-CT MAE: Self-supervised Video-CT Domain Adaptation for Vertebral Fracture Diagnosis. MIDL 2024: 151-167 - [c499]Nico Meyer, Christian Ufrecht, Maniraman Periyasamy, Axel Plinge, Christopher Mutschler, Daniel D. Scherer, Andreas Maier:
Qiskit-Torch-Module: Fast Prototyping of Quantum Neural Networks. QCE 2024: 817-823 - [c498]Haiting Huang
, Mathias Zinnen
, Shumei Liu
, Andreas K. Maier
, Vincent Christlein
:
Scene Classification on Fine Arts with Style Transfer. SUMAC@ ACM Multimedia 2024: 18-27 - [c497]Abner Hernandez
, Paula Andrea Pérez-Toro
, Tomás Arias-Vergara
, Juan Camilo Vásquez-Correa
, Seung Hee Yang, Juan Rafael Orozco-Arroyave
, Andreas K. Maier
:
Anonymizing Dysarthric Speech: Investigating the Effects of Voice Conversion on Pathological Information Preservation. TSD (2) 2024: 149-160 - [e13]Andreas Maier
, Thomas M. Deserno
, Heinz Handels
, Klaus H. Maier-Hein
, Christoph Palm
, Thomas Tolxdorff
:
Bildverarbeitung für die Medizin 2024 - Proceedings, German Conference on Medical Image Computing, Erlangen, March 10-12, 2024. Informatik Aktuell, Springer 2024, ISBN 978-3-658-44036-7 [contents] - [e12]Andreas K. Maier
, Julia A. Schnabel
, Pallavi Tiwari
, Oliver Stegle
:
Machine Learning for Multimodal Healthcare Data - First International Workshop, ML4MHD 2023, Honolulu, Hawaii, USA, July 29, 2023, Proceedings. Lecture Notes in Computer Science 14315, Springer 2024, ISBN 978-3-031-47678-5 [contents] - [d14]Mikhail Kulyabin
, Paul A. Constable, Aleksei E. Zhdanov, Irene O. Lee, David H. Skuse, Dorothy A. Thompson, Andreas Maier:
SYNTHETIC ELECTRORETINOGRAM SIGNALS FOR ENHANCING CLASSIFICATION OF AUTISM SPECTRUM DISORDER. IEEE DataPort, 2024 - [d13]Mikhail Kulyabin
, Aleksei E. Zhdanov
, Anastasia Nikiforova
, Andrey Stepichev, Anna Kuznetsova, Vasilii I. Borisov
, Mikhail Ronkin
, Alexander Bogachev, Sergey Korotkich, Andreas Maier
:
OCTDL: Optical Coherence Tomography Dataset for Image-Based Deep Learning Methods. Version 2. Zenodo, 2024 [all versions] - [i316]Paul Stoewer, Achim Schilling, Andreas K. Maier, Patrick Krauss:
Multi-Modal Cognitive Maps based on Neural Networks trained on Successor Representations. CoRR abs/2401.01364 (2024) - [i315]Adarsh Bhandary Panambur, Hui Yu, Sheethal Bhat, Prathmesh Madhu, Siming Bayer, Andreas K. Maier:
Attention-Guided Erasing: A Novel Augmentation Method for Enhancing Downstream Breast Density Classification. CoRR abs/2401.03912 (2024) - [i314]Mareike Thies, Fabian Wagner, Noah Maul, Haijun Yu, Manuela Meier, Linda-Sophie Schneider, Mingxuan Gu, Siyuan Mei, Lukas Folle, Andreas K. Maier:
A gradient-based approach to fast and accurate head motion compensation in cone-beam CT. CoRR abs/2401.09283 (2024) - [i313]Chang Liu, Laura Klein, Yixing Huang
, Edith Baader, Michael Lell, Marc Kachelrieß, Andreas K. Maier:
Two-View Topogram-Based Anatomy-Guided CT Reconstruction for Prospective Risk Minimization. CoRR abs/2401.12725 (2024) - [i312]Yipeng Sun, Linda-Sophie Schneider, Fuxin Fan, Mareike Thies, Mingxuan Gu, Siyuan Mei, Yuzhong Zhou, Siming Bayer, Andreas K. Maier:
Data-Driven Filter Design in FBP: Transforming CT Reconstruction with Trainable Fourier Series. CoRR abs/2401.16039 (2024) - [i311]Yuzhong Zhou, Linda-Sophie Schneider, Fuxin Fan, Andreas K. Maier:
A 2D Sinogram-Based Approach to Defect Localization in Computed Tomography. CoRR abs/2401.16104 (2024) - [i310]Linda-Sophie Schneider, Gabriel Herl, Andreas K. Maier:
Integer Optimization of CT Trajectories using a Discrete Data Completeness Formulation. CoRR abs/2402.10223 (2024) - [i309]Stefan B. Ploner, Jungeun Won, Julia Schottenhamml, Jessica Girgis, Kenneth Lam, Nadia Waheed, James G. Fujimoto, Andreas K. Maier:
A Spatiotemporal Illumination Model for 3D Image Fusion in Optical Coherence Tomography. CoRR abs/2402.12114 (2024) - [i308]Alexander Schmidt, Prathmesh Madhu, Andreas K. Maier, Vincent Christlein, Ronak Kosti:
ARIN: Adaptive Resampling and Instance Normalization for Robust Blind Inpainting of Dunhuang Cave Paintings. CoRR abs/2402.16188 (2024) - [i307]Vincent Christlein, David Bernecker, Andreas K. Maier, Elli Angelopoulou:
Offline Writer Identification Using Convolutional Neural Network Activation Features. CoRR abs/2402.17029 (2024) - [i306]Chengze Ye, Linda-Sophie Schneider, Yipeng Sun, Andreas K. Maier:
Deep Learning Computed Tomography based on the Defrise and Clack Algorithm. CoRR abs/2403.00426 (2024) - [i305]Noah Maul, Annette Birkhold, Fabian Wagner, Mareike Thies, Maximilian Rohleder, Philipp Berg, Markus Kowarschik, Andreas K. Maier:
Physics-Informed Learning for Time-Resolved Angiographic Contrast Agent Concentration Reconstruction. CoRR abs/2403.01993 (2024) - [i304]Chang Liu, Fuxin Fan, Annette Schwarz, Andreas K. Maier:
AnatoMix: Anatomy-aware Data Augmentation for Multi-organ Segmentation. CoRR abs/2403.03326 (2024) - [i303]Yipeng Sun, Yixing Huang
, Linda-Sophie Schneider, Mareike Thies, Mingxuan Gu, Siyuan Mei, Siming Bayer, Andreas K. Maier:
EAGLE: An Edge-Aware Gradient Localization Enhanced Loss for CT Image Reconstruction. CoRR abs/2403.10695 (2024) - [i302]Mathias Öttl, Frauke Wilm, Jana Steenpass, Jingna Qiu, Matthias Rübner, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas K. Maier, Ramona Erber, Bernhard Kainz, Katharina Breininger:
Style-Extracting Diffusion Models for Semi-Supervised Histopathology Segmentation. CoRR abs/2403.14429 (2024) - [i301]Mathias Öttl, Siyuan Mei, Frauke Wilm, Jana Steenpass, Matthias Rübner, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas K. Maier, Ramona Erber, Katharina Breininger:
Analysing Diffusion Segmentation for Medical Images. CoRR abs/2403.14440 (2024) - [i300]Johannes Emmert, Ronald Mendez, Houman Mirzaalian Dastjerdi, Christopher Syben, Andreas K. Maier:
The Artificial Neural Twin - Process Optimization and Continual Learning in Distributed Process Chains. CoRR abs/2403.18343 (2024) - [i299]Siyuan Mei, Fuxin Fan, Fabian Wagner, Mareike Thies, Mingxuan Gu, Yipeng Sun, Andreas K. Maier:
Segmentation-Guided Knee Radiograph Generation using Conditional Diffusion Models. CoRR abs/2404.03541 (2024) - [i298]Nico Meyer, Christian Ufrecht, Maniraman Periyasamy, Axel Plinge, Christopher Mutschler, Daniel D. Scherer, Andreas K. Maier:
Qiskit-Torch-Module: Fast Prototyping of Quantum Neural Networks. CoRR abs/2404.06314 (2024) - [i297]Soroosh Tayebi Arasteh, Tomás Arias-Vergara, Paula Andrea Pérez-Toro, Tobias Weise, Kai Packhäuser, Maria Schuster, Elmar Nöth, Andreas Maier, Seung Hee Yang:
The Impact of Speech Anonymization on Pathology and Its Limits. CoRR abs/2404.08064 (2024) - [i296]Mareike Thies, Noah Maul, Siyuan Mei, Laura Pfaff, Nastassia Vysotskaya, Mingxuan Gu, Jonas Utz, Dennis Possart, Lukas Folle, Fabian Wagner, Andreas Maier:
Differentiable Score-Based Likelihoods: Learning CT Motion Compensation From Clean Images. CoRR abs/2404.14747 (2024) - [i295]Siyuan Mei, Fuxin Fan, Mareike Thies, Mingxuan Gu, Fabian Wagner, Oliver Aust, Ina Erceg, Zeynab Mirzaei, Georgiana Neag, Yipeng Sun, Yixing Huang
, Andreas Maier:
Reference-Free Multi-Modality Volume Registration of X-Ray Microscopy and Light-Sheet Fluorescence Microscopy. CoRR abs/2404.14807 (2024) - [i294]Saahil Islam, Venkatesh N. Murthy, Dominik Neumann, Badhan Kumar Das, Puneet Sharma, Andreas K. Maier, Dorin Comaniciu, Florin C. Ghesu:
Self-Supervised Learning for Interventional Image Analytics: Towards Robust Device Trackers. CoRR abs/2405.01156 (2024) - [i293]Patrick Krauss, Jannik Hösch, Claus Metzner, Andreas K. Maier, Peter Uhrig, Achim Schilling:
Analyzing Narrative Processing in Large Language Models (LLMs): Using GPT4 to test BERT. CoRR abs/2405.02024 (2024) - [i292]Yuedong Yuan, Linda-Sophie Schneider, Andreas K. Maier:
Application of Gated Recurrent Units for CT Trajectory Optimization. CoRR abs/2405.09333 (2024) - [i291]Mikhail Kulyabin, Gleb Sokolov, Aleksandr Galaida, Andreas K. Maier, Tomás Arias-Vergara:
SNOBERT: A Benchmark for clinical notes entity linking in the SNOMED CT clinical terminology. CoRR abs/2405.16115 (2024) - [i290]Mareike Thies, Fabian Wagner, Noah Maul, Siyuan Mei, Mingxuan Gu, Laura Pfaff, Nastassia Vysotskaya, Haijun Yu, Andreas Maier:
On the Influence of Smoothness Constraints in Computed Tomography Motion Compensation. CoRR abs/2405.19079 (2024) - [i289]Susu Sun, Stefano Woerner, Andreas K. Maier, Lisa M. Koch, Christian F. Baumgartner:
Attri-Net: A Globally and Locally Inherently Interpretable Model for Multi-Label Classification Using Class-Specific Counterfactuals. CoRR abs/2406.05477 (2024) - [i288]Maged Badawi, Mohammedyahia Abushanab, Sheethal Bhat, Andreas K. Maier:
Review of Zero-Shot and Few-Shot AI Algorithms in The Medical Domain. CoRR abs/2406.16143 (2024) - [i287]Linda-Sophie Schneider, Patrick Krauss, Nadine Schiering, Christopher Syben, Richard Schielein, Andreas Maier:
Data-driven Modeling in Metrology - A Short Introduction, Current Developments and Future Perspectives. CoRR abs/2406.16659 (2024) - [i286]Tobias Weise, Philipp Klumpp, Kubilay Can Demir, Paula Andrea Pérez-Toro, Maria Schuster, Elmar Nöth, Björn Heismann, Andreas K. Maier, Seung Hee Yang:
Speaker- and Text-Independent Estimation of Articulatory Movements and Phoneme Alignments from Speech. CoRR abs/2407.03132 (2024) - [i285]Vishal Patoliya, Mathias Zinnen, Andreas Maier, Vincent Christlein:
Smell and Emotion: Recognising emotions in smell-related artworks. CoRR abs/2407.04592 (2024) - [i284]Mikhail Kulyabin, Paul A. Constable, Aleksei E. Zhdanov, Irene O. Lee, David H. Skuse, Dorothy A. Thompson, Andreas Maier:
Synthetic Electroretinogram Signal Generation Using Conditional Generative Adversarial Network for Enhancing Classification of Autism Spectrum Disorder. CoRR abs/2407.08166 (2024) - [i283]Shumei Liu, Haiting Huang, Mathias Zinnen, Andreas Maier, Vincent Christlein:
Novel Artistic Scene-Centric Datasets for Effective Transfer Learning in Fragrant Spaces. CoRR abs/2407.11701 (2024) - [i282]Yihao Hou, Christoph Bert, Ahmed Gomaa, Godehard Lahmer, Daniel Hoefler, Thomas Weissmann, Raphaela Voigt, Philipp Schubert, Charlotte Schmitter, Alina Depardon, Sabine Semrau, Andreas Maier, Rainer Fietkau, Yixing Huang
, Florian Putz:
Fine-Tuning a Local LLaMA-3 Large Language Model for Automated Privacy-Preserving Physician Letter Generation in Radiation Oncology. CoRR abs/2408.10715 (2024) - [i281]Mikhail Kulyabin, Aline Sindel, Hilde R. Pedersen, Stuart J. Gilson, Rigmor C. Baraas
, Andreas K. Maier:
Generalist Segmentation Algorithm for Photoreceptors Analysis in Adaptive Optics Imaging. CoRR abs/2408.14810 (2024) - [i280]Martin Mayr, Marcel Dreier, Florian Kordon, Mathias Seuret, Jochen Zöllner, Fei Wu
, Andreas Maier, Vincent Christlein:
Zero-Shot Paragraph-level Handwriting Imitation with Latent Diffusion Models. CoRR abs/2409.00786 (2024) - [i279]Fuxin Fan, Jingna Qiu, Yixing Huang
, Andreas K. Maier:
Enhancing Cross-Modality Synthesis: Subvolume Merging for MRI-to-CT Conversion. CoRR abs/2409.05982 (2024) - [i278]Yixing Huang
, Fuxin Fan, Ahmed Gomaa, Andreas Maier, Rainer Fietkau, Christoph Bert, Florian Putz:
Task-Specific Data Preparation for Deep Learning to Reconstruct Structures of Interest from Severely Truncated CBCT Data. CoRR abs/2409.08800 (2024) - [i277]Soroosh Tayebi Arasteh
, Mahshad Lotfinia, Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Juan Rafael Orozco-Arroyave
, Maria Schuster, Andreas K. Maier, Seung Hee Yang:
Differential privacy for protecting patient data in speech disorder detection using deep learning. CoRR abs/2409.19078 (2024) - [i276]Chengze Ye, Linda-Sophie Schneider, Yipeng Sun, Mareike Thies, Siyuan Mei, Andreas Maier:
DRACO: Differentiable Reconstruction for Arbitrary CBCT Orbits. CoRR abs/2410.14900 (2024) - [i275]Prajol Shrestha, Mikhail Kulyabin, Aline Sindel, Hilde R. Pedersen, Stuart J. Gilson, Rigmor C. Baraas, Andreas K. Maier:
Automated Segmentation and Analysis of Cone Photoreceptors in Multimodal Adaptive Optics Imaging. CoRR abs/2410.15158 (2024) - [i274]Martin Mayr, Julian Krenz, Katharina Neumeier, Anna Bub, Simon Bürcky
, Nina Brolich, Klaus Herbers, Mechthild Habermann, Peter Fleischmann, Andreas Maier, Vincent Christlein:
Nuremberg Letterbooks: A Multi-Transcriptional Dataset of Early 15th Century Manuscripts for Document Analysis. CoRR abs/2411.07138 (2024) - [i273]Claus Metzner, Achim Schilling, Andreas K. Maier, Patrick Krauss:
Nonlinear Neural Dynamics and Classification Accuracy in Reservoir Computing. CoRR abs/2411.10047 (2024) - [i272]Benjamin El-Zein, Dominik Eckert, Thomas Weber, Maximilian Rohleder, Ludwig Ritschl, Steffen Kappler, Andreas K. Maier:
A Realistic Collimated X-Ray Image Simulation Pipeline. CoRR abs/2411.10308 (2024) - [i271]Mathis Immertreu, Achim Schilling, Andreas Maier, Patrick Krauss:
Probing for Consciousness in Machines. CoRR abs/2411.16262 (2024) - [i270]Leonhard Rist, Pluvio Stephan, Noah Maul, Linda Vorberg, Hendrik Ditt, Michael Sühling, Andreas K. Maier, Bernhard Egger, Oliver Taubmann:
Neural Image Unfolding: Flattening Sparse Anatomical Structures using Neural Fields. CoRR abs/2411.18415 (2024) - [i269]Azhar Hussian, Mathias Zinnen, Thi My Hang Tran, Andreas K. Maier, Vincent Christlein:
Gesture Classification in Artworks Using Contextual Image Features. CoRR abs/2412.03456 (2024) - [i268]Karthik Shetty, Annette Birkhold, Bernhard Egger, Srikrishna Jaganathan, Norbert Strobel, Markus Kowarschik, Andreas K. Maier:
ProPLIKS: Probablistic 3D human body pose estimation. CoRR abs/2412.04665 (2024) - 2023
- [j136]Fei Wu
, Jianlin Zhang, Zhiyong Xu, Andreas K. Maier, Vincent Christlein:
Updating Siamese trackers using peculiar mixup. Appl. Intell. 53(19): 22531-22545 (2023) - [j135]Leonhard Rist
, Oliver Taubmann, Florian Thamm, Hendrik Ditt, Michael Sühling, Andreas Maier:
Bifurcation matching for consistent cerebral vessel labeling in CTA of stroke patients. Int. J. Comput. Assist. Radiol. Surg. 18(3): 509-516 (2023) - [j134]Karthik Shetty
, Annette Birkhold
, Srikrishna Jaganathan, Norbert Strobel, Bernhard Egger
, Markus Kowarschik, Andreas K. Maier:
BOSS: Bones, organs and skin shape model. Comput. Biol. Medicine 165: 107383 (2023) - [j133]Merlin A. Nau
, A. Hans Vija
, Wesley Gohn
, Maximilian P. Reymann
, Andreas K. Maier
:
Exploring the Limitations of Hybrid Adiabatic Quantum Computing for Emission Tomography Reconstruction. J. Imaging 9(10): 221 (2023) - [j132]Prathmesh Madhu
, Angel Villar-Corrales
, Ronak Kosti
, Torsten Bendschus
, Corinna Reinhardt
, Peter Bell
, Andreas K. Maier
, Vincent Christlein
:
Enhancing Human Pose Estimation in Ancient Vase Paintings via Perceptually-grounded Style Transfer Learning. ACM Journal on Computing and Cultural Heritage 16(1): 1-17 (2023) - [j131]Mohammad Joshaghani
, AmirAbbas Davari
, Faezeh Nejati Hatamian, Andreas K. Maier
, Christian Riess
:
Bayesian Convolutional Neural Networks for Limited Data Hyperspectral Remote Sensing Image Classification. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j130]Marc Aubreville
, Nikolas Stathonikos, Christof A. Bertram, Robert Klopfleisch
, Natalie D. ter Hoeve
, Francesco Ciompi
, Frauke Wilm, Christian Marzahl, Taryn A. Donovan, Andreas K. Maier, Jack Breen
, Nishant Ravikumar, Youjin Chung, Jinah Park
, Ramin Nateghi, Fattaneh Pourakpour, Rutger H. J. Fick, Saima Ben Hadj, Mostafa Jahanifar, Adam Shephard
, Jakob Dexl
, Thomas Wittenberg, Satoshi Kondo, Maxime W. Lafarge
, Viktor H. Koelzer, Jingtang Liang, Yubo Wang, Xi Long, Jingxin Liu
, Salar Razavi
, April Khademi, Sen Yang
, Xiyue Wang, Ramona Erber, Andrea Klang, Karoline Lipnik, Pompei Bolfa
, Michael J. Dark, Gabriel Wasinger, Mitko Veta, Katharina Breininger:
Mitosis domain generalization in histopathology images - The MIDOG challenge. Medical Image Anal. 84: 102699 (2023) - [j129]Prathmesh Madhu, Tilman Marquart, Ronak Kosti, Dirk Suckow, Peter Bell
, Andreas K. Maier, Vincent Christlein:
ICC++: Explainable feature learning for art history using image compositions. Pattern Recognit. 136: 109153 (2023) - [j128]Nastassia Vysotskaya
, Christoph Will
, Lorenzo Servadei
, Noah Maul
, Christian Mandl, Merlin A. Nau
, Jens Harnisch, Andreas Maier
:
Continuous Non-Invasive Blood Pressure Measurement Using 60 GHz-Radar - A Feasibility Study. Sensors 23(8): 4111 (2023) - [j127]Mikhail Kulyabin
, Aleksei E. Zhdanov
, Anton Yu. Dolganov
, Andreas Maier
:
Optimal Combination of Mother Wavelet and AI Model for Precise Classification of Pediatric Electroretinogram Signals. Sensors 23(13): 5813 (2023) - [j126]Mikhail Kulyabin
, Aleksei E. Zhdanov
, Anton Yu. Dolganov
, Mikhail Ronkin
, Vasilii I. Borisov
, Andreas K. Maier
:
Enhancing Electroretinogram Classification with Multi-Wavelet Analysis and Visual Transformer. Sensors 23(21): 8727 (2023) - [j125]Fei Wu
, Nora Gourmelon
, Thorsten Seehaus
, Jianlin Zhang, Matthias H. Braun, Andreas K. Maier
, Vincent Christlein
:
AMD-HookNet for Glacier Front Segmentation. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j124]Kubilay Can Demir
, Hannah Schieber
, Tobias Weise
, Daniel Roth
, Matthias May
, Andreas K. Maier
, Seung Hee Yang
:
Deep Learning in Surgical Workflow Analysis: A Review of Phase and Step Recognition. IEEE J. Biomed. Health Informatics 27(11): 5405-5417 (2023) - [c496]Fuxin Fan, Björn W. Kreher, Holger Keil, Andreas K. Maier, Yixing Huang
:
Abstract: Fiducial Marker Recovery and Detection From Severely Truncated Data in Navigation-assisted Spine Surgery. Bildverarbeitung für die Medizin 2023: 9 - [c495]Aline Sindel, Andreas K. Maier, Vincent Christlein:
A Vesselsegmentation-based CycleGAN for Unpaired Multi-modal Retinal Image Synthesis. Bildverarbeitung für die Medizin 2023: 32-37 - [c494]Jonas Schauer, Florian Thamm, Oliver Taubmann, Andreas K. Maier:
Cerebral Vessel Tree Estimation from Non-contrast CT using Deep Learning Methods. Bildverarbeitung für die Medizin 2023: 57-62 - [c493]Fabian Wagner, Mareike Thies, Felix Denzinger, Mingxuan Gu, Mayank Patwari, Stefan B. Ploner, Noah Maul, Laura Pfaff, Yixing Huang
, Andreas K. Maier:
Abstract: Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT. Bildverarbeitung für die Medizin 2023: 63 - [c492]Adarsh Raghunath, Fabian Wagner, Mareike Thies, Mingxuan Gu, Sabrina Pechmann, Oliver Aust, Daniela Weidner, Georgiana Neag
, Georg Schett, Silke H. Christiansen, Stefan Uderhardt, Andreas K. Maier:
Unsupervised Super Resolution in X-ray Microscopy using a Cycle-consistent Generative Model. Bildverarbeitung für die Medizin 2023: 76-81 - [c491]Marc Aubreville, Nikolas Stathonikos, Christof A. Bertram, Robert Klopfleisch, Natalie D. ter Hoeve, Francesco Ciompi, Frauke Wilm, Christian Marzahl, Taryn A. Donovan, Andreas K. Maier, Mitko Veta, Katharina Breininger:
Abstract: the MIDOG Challenge 2021 - Mitosis Domain Generalization in Histopathology Images. Bildverarbeitung für die Medizin 2023: 115 - [c490]Linda Vorberg, Florian Thamm, Hendrik Ditt, Marius Horger, Florian Hagen, Andreas K. Maier:
Detection of Pulmonary Embolisms in NCCT Data Using nnDetection. Bildverarbeitung für die Medizin 2023: 122-127 - [c489]Simon Langer, Oliver Taubmann, Felix Denzinger, Andreas K. Maier, Alexander Mühlberg:
Mitigating Unknown Bias in Deep Learning-based Assessment of CT Images DeepTechnome. Bildverarbeitung für die Medizin 2023: 177-182 - [c488]Kai Packhäuser, Sebastian Gündel, Nicolas Münster, Christopher Syben, Vincent Christlein, Andreas K. Maier:
Abstract: Is Medical Chest X-ray Data Anonymous? - Deep Learning-based Patient Re-identification is Able to Exploit the Biometric Nature of Medical Chest X-ray Data. Bildverarbeitung für die Medizin 2023: 204 - [c487]Frauke Wilm, Marco Fragoso, Christian Marzahl, Jingna Qiu, Chloé Puget, Laura Diehl, Christof A. Bertram, Robert Klopfleisch, Andreas K. Maier, Katharina Breininger, Marc Aubreville:
Abstract: Pan-tumor CAnine CuTaneous Cancer Histology (CATCH) Dataset. Bildverarbeitung für die Medizin 2023: 205 - [c486]Frauke Wilm, Marco Fragoso, Christof A. Bertram, Nikolas Stathonikos, Mathias Öttl, Jingna Qiu, Robert Klopfleisch, Andreas K. Maier, Katharina Breininger, Marc Aubreville:
Multi-scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology Dataset. Bildverarbeitung für die Medizin 2023: 206-211 - [c485]Marcel Reimann
, Jungeun Won, Hiroyuki Takahashi, Antonio Yaghy
, Yunchan Hwang, Stefan B. Ploner, Junhong Lin, Jessica Girgis, Kenneth Lam, Siyu Chen, Nadia K. Waheed, Andreas K. Maier, James G. Fujimoto:
Unsupervised detection of Small Hyperreflective Features in Ultrahigh Resolution Optical Coherence Tomography. Bildverarbeitung für die Medizin 2023: 232-237 - [c484]Florian Kordon, Andreas K. Maier, Benedict Swartman, Maxim Privalov, Jan Siad El Barbari, Holger Kunze:
Abstract: Deep Geometric Supervision Improves Spatial Generalization in Orthopedic Surgery Planning. Bildverarbeitung für die Medizin 2023: 244 - [c483]Mingxuan Gu, Mareike Thies, Fabian Wagner, Sabrina Pechmann, Oliver Aust, Daniela Weidner, Georgiana Neag
, Zhaoya Pan, Jonas Utz, Georg Schett, Silke H. Christiansen, Stefan Uderhardt, Andreas K. Maier:
Cavity Segmentation in X-ray Microscopy Scans of Mouse Tibiae. Bildverarbeitung für die Medizin 2023: 254-259 - [c482]Stefan B. Ploner, Siyu Chen, Jungeun Won, Lennart Husvogt, Katharina Breininger, Julia Schottenhamml, James G. Fujimoto, Andreas K. Maier:
Abstract: A Spatiotemporal Model for Precise and Efficient Fully-automatic 3D Motion Correction in OCT. Bildverarbeitung für die Medizin 2023: 260 - [c481]Dragalina Dulea, Isabel Wank, Claudiu Ivan, Tanja Niedermair, Susanne Grässel, Andreas K. Maier, Andreas Hess:
Motif Analysis of Resting-state and Stimulus-driven fMRI Networks with Special Focus on Neurotransmitter-specific Subnetworks 2023. Bildverarbeitung für die Medizin 2023: 267-272 - [c480]Tri-Thien Nguyen, Lukas Folle, Thomas Bayer, Andreas K. Maier:
Detection of Arterial Occlusion on Magnetic Resonance Angiography of the Thigh using Deep Learning. Bildverarbeitung für die Medizin 2023: 273-278 - [c479]Karthik Shetty, Annette Birkhold, Srikrishna Jaganathan, Norbert Strobel, Markus Kowarschik, Andreas K. Maier, Bernhard Egger
:
PLIKS: A Pseudo-Linear Inverse Kinematic Solver for 3D Human Body Estimation. CVPR 2023: 574-584 - [c478]Elisabeth Gabler, Michael Nissen, Thomas R. Altstidl
, Adriana Titzmann, Kai Packhäuser, Andreas K. Maier, Peter A. Fasching, Bjoern M. Eskofier, Heike Leutheuser:
Fetal Re-Identification in Multiple Pregnancy Ultrasound Images Using Deep Learning. EMBC 2023: 1-4 - [c477]Paula Andrea Pérez-Toro
, Dalia Rodríguez-Salas, Tomás Arias-Vergara, Sebastian P. Bayerl, Philipp Klumpp, Korbinian Riedhammer
, Maria Schuster, Elmar Nöth, Andreas K. Maier, Juan Rafael Orozco-Arroyave
:
Transferring Quantified Emotion Knowledge for the Detection of Depression in Alzheimer's Disease Using Forestnets. ICASSP 2023: 1-5 - [c476]Paul Stoewer, Achim Schilling, Andreas K. Maier, Patrick Krauss:
Conceptual Cognitive Maps Formation with Neural Successor Networks and Word Embeddings. ICDL 2023: 391-395 - [c475]Kishore Surendra, Achim Schilling, Paul Stoewer, Andreas Maier, Patrick Krauss:
Word class representations spontaneously emerge in a deep neural network trained on next word prediction. ICMLA 2023: 1481-1486 - [c474]Nora Gourmelon, Thorsten Seehaus, Julian Klink, Matthias Braun, Andreas Maier, Vincent Christlein:
Caffe - A Benchmark Dataset for Glacier Calving Front Extraction from Synthetic Aperture Radar Imagery. IGARSS 2023: 896-898 - [c473]Nora Gourmelon, Julian Klink, Thorsten Seehaus, Matthias H. Braun, Andreas K. Maier, Vincent Christlein:
Conditional Random Fields for Improving Deep Learning-Based Glacier Calving Front Delineations. IGARSS 2023: 4939-4942 - [c472]Paula Andrea Pérez-Toro
, Tomás Arias-Vergara, Franziska Braun, Florian Hönig, Carlos Andrés Tobón-Quintero, David Aguillón, Francisco Lopera, Liliana Hincapié-Henao, Maria Schuster, Korbinian Riedhammer
, Andreas Maier, Elmar Nöth, Juan Rafael Orozco-Arroyave
:
Automatic Assessment of Alzheimer's across Three Languages Using Speech and Language Features. INTERSPEECH 2023: 1748-1752 - [c471]Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz, Andreas Maier:
DeepFilterNet: Perceptually Motivated Real-Time Speech Enhancement. INTERSPEECH 2023: 2008-2009 - [c470]Kubilay Can Demir
, Tobias Weise, Matthias May, Axel Schmid, Andreas Maier, Seung Hee Yang:
PoCaPNet: A Novel Approach for Surgical Phase Recognition Using Speech and X-Ray Images. INTERSPEECH 2023: 2348-2352 - [c469]Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas Maier:
Deep Multi-Frame Filtering for Hearing Aids. INTERSPEECH 2023: 3869-3873 - [c468]Hiuching Hung, Paula Andrea Pérez-Toro
, Tomás Arias-Vergara, Andreas Maier, Elmar Nöth:
Speaking Clearly, Understanding Better: Predicting the L2 Narrative Comprehension of Chinese Bilingual Kindergarten Children Based on Speech Intelligibility Using a Machine Learning Approach. INTERSPEECH 2023: 4623-4627 - [c467]Tomás Arias-Vergara, Elizabeth Londoño-Mora, Paula Andrea Pérez-Toro
, Maria Schuster, Elmar Nöth, Juan Rafael Orozco-Arroyave
, Andreas Maier:
Measuring Phonological Precision in Children with Cleft Lip and Palate. INTERSPEECH 2023: 4638-4642 - [c466]Soroosh Tayebi Arasteh
, Cristian David Ríos-Urrego, Elmar Nöth, Andreas Maier, Seung Hee Yang, Jan Rusz
, Juan Rafael Orozco-Arroyave
:
Federated Learning for Secure Development of AI Models for Parkinson's Disease Detection Using Speech from Different Languages. INTERSPEECH 2023: 5003-5007 - [c465]Noah Maul
, Katharina Zinn, Fabian Wagner, Mareike Thies, Maximilian Rohleder
, Laura Pfaff, Markus Kowarschik, Annette Birkhold, Andreas K. Maier:
Transient Hemodynamics Prediction Using an Efficient Octree-Based Deep Learning Model. IPMI 2023: 183-194 - [c464]Fabian Wagner, Mareike Thies, Laura Pfaff, Noah Maul, Sabrina Pechmann, Mingxuan Gu, Jonas Utz, Oliver Aust, Daniela Weidner, Georgiana Neag
, Stefan Uderhardt, Jang Hwan Choi, Andreas Maier:
Noise2Contrast: Multi-contrast Fusion Enables Self-supervised Tomographic Image Denoising. IPMI 2023: 771-782 - [c463]Felix Denzinger, Michael Wels, Oliver Taubmann, Florian Kordon, Fabian Wagner, Stephanie Mehltretter, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas Maier, Katharina Breininger:
Handling Label Uncertainty on the Example of Automatic Detection of Shepherd's Crook RCA in Coronary CT Angiography. ISBI 2023: 1-5 - [c462]Fuxin Fan, Yangkong Wang, Ludwig Ritschl, Ramyar Biniazan, Marcel Beister, Björn W. Kreher, Yixing Huang
, Steffen Kappler, Andreas Maier:
Metal-conscious Embedding for CBCT Projection Inpainting. ISBI 2023: 1-5 - [c461]Lukas Folle, Pauline Fenzl, Filippo Fagni, Mareike Thies, Vincent Christlein, Christine Meder, Michael Sticherling, David Simon, Georg Schett, Andreas Maier, Arnd Kleyer:
Deepnapsi: Deep Learning for Nail Psoriasis Prediction. ISBI 2023: 1-5 - [c460]Jeferson David Gallo-Aristizábal, Daniel Escobar-Grisales, Cristian D. Ríos-Urrego, Paula Andrea Pérez-Toro
, Elmar Nöth, Andreas Maier, Juan Rafael Orozco-Arroyave
:
Assessment of Handwriting in Patients With Parkinson's Disease Using Non-Intrusive Tasks. ISBI 2023: 1-4 - [c459]Aniol Serra Juhé, Daniel Rinck, Andreas Maier:
Generation of Synthetic 3D Data Using Simulated MR Examinations in Augmented Reality. ISBI 2023: 1-5 - [c458]Chang Liu, Felix Denzinger, Lukas Folle, Jingna Qiu, Laura Klein, Joscha Maier, Marc Kachelriess, Michael Lell, Andreas Maier:
Whole-Body Multi-Organ Segmentation Using Anatomical Attention. ISBI 2023: 1-5 - [c457]Siyuan Mei
, Fuxin Fan, Andreas Maier:
Metal Inpainting in CBCT Projections Using Score-based Generative Model. ISBI 2023: 1-5 - [c456]Luis Carlos Rivera Monroy, Leonhard Rist, Martin Eberhardt, Christian Ostalecki, Andreas Baur, Julio Vera, Katharina Breininger, Andreas Maier:
Employing Graph Representations for Cell-Level Characterization of Melanoma MELC Samples. ISBI 2023: 1-5 - [c455]Mathias Öttl, Jana Steenpass, Matthias Rübner, Carol I. Geppert, Jingna Qiu, Frauke Wilm, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas Maier, Ramona Erber, Katharina Breininger:
Improved HER2 Tumor Segmentation with Subtype Balancing Using Deep Generative Networks. ISBI 2023: 1-5 - [c454]Kai Packhäuser, Lukas Folle, Florian Thamm, Andreas Maier:
Generation of Anonymous Chest Radiographs Using Latent Diffusion Models for Training Thoracic Abnormality Classification Systems. ISBI 2023: 1-5 - [c453]Laura Pfaff, Fabian Wagner, Julian Hossbach, Elisabeth Preuhs, Noah Maul, Mareike Thies, Felix Denzinger, Dominik Nickel
, Tobias Würfl, Andreas Maier:
Robust Multi-Contrast Mri Denoising Using Trainable Bilateral Filters Without Noise-Free Targets. ISBI 2023: 1-5 - [c452]Stefan B. Ploner, Jungeun Won, Julia Schottenhamml, Jessica Girgis, Kenneth Lam, Nadia Waheed, James G. Fujimoto, Andreas Maier:
A Spatiotemporal Illumination Model for 3d Image Fusion in Optical Coherence Tomography. ISBI 2023: 1-5 - [c451]Leonhard Rist, Oliver Taubmann, Alexander Mühlberg, Felix Denzinger, Florian Thamm, Michael Sühling, Dominik Nörenberg, Julian Walter Holch, Stefan Maurus, Leonie Gebauer, Thomas Huber, Andreas Maier:
Spatial Lesion Graphs: Analyzing Liver Metastases with Geometric Deep Learning for Cancer Survival Regression. ISBI 2023: 1-5 - [c450]Dalia Rodríguez-Salas, Mathias Öttl, Mathias Seuret, Kai Packhäuser, Andreas Maier:
Using Forestnets for Partial Fine-Tuning Prior to Breast Cancer Detection in Ultrasounds. ISBI 2023: 1-5 - [c449]Fabian Wagner, Mareike Thies, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Daniela Weidner, Noah Maul, Maximilian Rohleder
, Mingxuan Gu, Jonas Utz, Felix Denzinger, Andreas Maier:
On the Benefit of Dual-Domain Denoising in a Self-Supervised Low-Dose CT Setting. ISBI 2023: 1-5 - [c448]Frauke Wilm, Marco Fragoso, Christof A. Bertram, Nikolas Stathonikos, Mathias Öttl, Jingna Qiu, Robert Klopfleisch
, Andreas Maier, Marc Aubreville, Katharina Breininger:
Mind the Gap: Scanner-Induced Domain Shifts Pose Challenges for Representation Learning in Histopathology. ISBI 2023: 1-5 - [c447]Maximilian Rohleder
, Charlotte Pradel, Fabian Wagner, Mareike Thies, Noah Maul, Felix Denzinger, Andreas K. Maier, Björn W. Kreher:
Enabling Geometry Aware Learning Through Differentiable Epipolar View Translation. MICCAI (3) 2023: 57-65 - [c446]Benjamin El-Zein, Dominik Eckert, Thomas Weber, Maximilian Rohleder
, Ludwig Ritschl, Steffen Kappler, Andreas K. Maier:
A Realistic Collimated X-Ray Image Simulation Pipeline. DALI@MICCAI 2023: 137-145 - [c445]Eduardo Castañeda, Masahito Suzuki, Hiroshi Ashikaga, Èric Lluch, Felix Meister, Viorel Mihalef, Chloé Audigier, Andreas K. Maier, Henry R. Halperin, Tiziano Passerini:
Virtual Heart Models Help Elucidate the Role of Border Zone in Sustained Monomorphic Ventricular Tachycardia. MICCAI (7) 2023: 216-225 - [c444]Kai Packhäuser, Sebastian Gündel, Florian Thamm, Felix Denzinger, Andreas K. Maier:
Deep Learning-Based Anonymization of Chest Radiographs: A Utility-Preserving Measure for Patient Privacy. MICCAI (3) 2023: 262-272 - [c443]Magdalena Bachmaier, Maximilian Rohleder
, Benedict Swartman, Maxim Privalov, Andreas K. Maier
, Holger Kunze
:
Robust Hough and Spatial-To-Angular Transform Based Rotation Estimation for Orthopedic X-Ray Images. MICCAI (7) 2023: 446-455 - [c442]Junaid R. Rajput, Tim A. Möhle, Moritz S. Fabian, Angelika Mennecke, Jochen A. Sembill, Joji B. Kuramatsu, Manuel Schmidt, Arnd Dörfler, Andreas Maier, Moritz Zaiss:
Physics-Informed Conditional Autoencoder Approach for Robust Metabolic CEST MRI at 7T. MICCAI (8) 2023: 449-458 - [c441]Leonhard Rist
, Oliver Taubmann
, Hendrik Ditt, Michael Sühling, Andreas K. Maier
:
Flexible Unfolding of Circular Structures for Rendering Textbook-Style Cerebrovascular Maps. MICCAI (5) 2023: 737-746 - [c440]Susu Sun, Stefano Woerner, Andreas K. Maier, Lisa M. Koch, Christian F. Baumgartner:
Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals. MIDL 2023: 937-956 - [c439]Tobias Weise
, Paula Andrea Pérez-Toro
, Andrea Deitermann, Bettina Hoffmann, Kubilay Can Demir
, Theresa Straetz
, Elmar Nöth
, Andreas K. Maier
, Thomas Kallert, Seung Hee Yang
:
Multi-modal Biomarker Extraction Framework for Therapy Monitoring of Social Anxiety and Depression Using Audio and Video. ML4MHD 2023: 26-42 - [c438]Farnaz Khun Jush
, Peter M. Dueppenbecker, Andreas K. Maier
:
Speed-of-Sound Mapping for Pulse-Echo Ultrasound Raw Data Using Linked-Autoencoders. ML4MHD 2023: 103-114 - [c437]Karthik Shetty, Annette Birkhold, Bernhard Egger, Srikrishna Jaganathan, Norbert Strobel, Markus Kowarschik, Andreas K. Maier:
HOOREX: Higher Order Optimizers for 3D Recovery from X-Ray Images. ML4MHD 2023: 115-124 - [c436]Mathias Zinnen
, Azhar Hussian
, Hang Tran
, Prathmesh Madhu
, Andreas K. Maier
, Vincent Christlein
:
SniffyArt: The Dataset of Smelling Persons. SUMAC @ ACM Multimedia 2023: 49-58 - [c435]M. Tallal Farooq, Martin Leipert, Andreas Maier, Vincent Christlein:
Ressource-Efficient Moth Detection for Pest Monitoring with YOLOv5. SSCI 2023: 553-558 - [c434]Tobias Weise, Andreas K. Maier, Kubilay Can Demir
, Paula Andrea Pérez-Toro
, Tomás Arias-Vergara, Björn Heismann, Elmar Nöth, Maria Schuster, Seung Hee Yang:
Impact of Including Pathological Speech in Pre-training on Pathology Detection. TSD 2023: 141-153 - [c433]Srikrishna Jaganathan, Maximilian Kukla, Jian Wang, Karthik Shetty, Andreas K. Maier:
Self-Supervised 2D/3D Registration for X-Ray to CT Image Fusion. WACV 2023: 2787-2797 - [c432]Felipe André Zeiser, Ismael Santos, Henrique Bohn, Cristiano André da Costa, Gabriel de Oliveira Ramos, Rodrigo da Rosa Righi, Andreas Maier, José Rodrigo M. Andrade, Alexandre Bacelar:
Pleural Effusion Classification on Chest X-Ray Images with Contrastive Learning. WEBIST 2023: 399-405 - [e11]Thomas M. Deserno
, Heinz Handels
, Andreas K. Maier
, Klaus H. Maier-Hein
, Christoph Palm
, Thomas Tolxdorff
:
Bildverarbeitung für die Medizin 2023 - Proceedings, German Workshop on Medical Image Computing, Braunschweig, July 2-4, 2023. Informatik Aktuell, Springer 2023, ISBN 978-3-658-41656-0 [contents] - [d12]Mikhail Kulyabin
, Aleksei E. Zhdanov
, Anastasia Nikiforova
, Andrey Stepichev, Anna Kuznetsova, Vasilii I. Borisov
, Mikhail Ronkin
, Alexander Bogachev, Sergey Korotkich, Andreas Maier
:
OCTDL: Optical Coherence Tomography Dataset for Image-Based Deep Learning Methods. Version 1. Zenodo, 2023 [all versions] - [d11]Wonkyeong Lee
, Fabian Wagner
, Andreas Maier
, Adam S. Wang
, Jongduk Baek
, Scott S. Hsieh
, Jang-Hwan Choi
:
Low-dose Computed Tomography Perceptual Image Quality Assessment Grand Challenge Dataset (MICCAI 2023). Zenodo, 2023 - [d10]Mathias Seuret
, Anguelos Nicolau
, Dalia Rodríguez-Salas
, Nikolaus Weichselbaumer
, Dominique Stutzmann
, Martin Mayr
, Andreas Maier
, Vincent Christlein
:
ICDAR 2021 Historical Document Classification Test Dataset for Task 3 - Location. Zenodo, 2023 - [d9]Frauke Wilm
, Marco Fragoso, Christof A. Bertram
, Nikolas Stathonikos
, Robert Klopfleisch
, Andreas Maier
, Katharina Breininger
, Marc Aubreville
:
Multi-Scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology Dataset. Zenodo, 2023 - [d8]Frauke Wilm
, Christian Ihling, Gabor Mehes
, Luigi Terracciano
, Chloé Puget, Robert Klopfleisch
, Peter J. Schüffler
, Marc Aubreville
, Andreas Maier
, Thomas Mrowiec, Katharina Breininger
:
Pan-Tumor T-Lymphocyte Detection Dataset. Zenodo, 2023 - [d7]Mathias Zinnen
, Prathmesh Madhu
, Inger Leemans, Peter Bell, Azhar Hussian
, Hang Tran
, Andreas Maier
, Vincent Christlein
:
The Object Detection for Olfactory References (ODOR) Dataset. Zenodo, 2023 - [i267]Frauke Wilm, Marco Fragoso, Christof A. Bertram, Nikolas Stathonikos, Mathias Öttl, Jingna Qiu, Robert Klopfleisch
, Andreas K. Maier, Katharina Breininger, Marc Aubreville:
Multi-Scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology Dataset. CoRR abs/2301.04423 (2023) - [i266]Adarsh Bhandary Panambur, Prathmesh Madhu, Andreas K. Maier:
Classification of Luminal Subtypes in Full Mammogram Images Using Transfer Learning. CoRR abs/2301.09282 (2023) - [i265]Mathias Zinnen, Prathmesh Madhu, Ronak Kosti, Peter Bell
, Andreas K. Maier, Vincent Christlein:
ODOR: The ICPR2022 ODeuropa Challenge on Olfactory Object Recognition. CoRR abs/2301.09878 (2023) - [i264]Mathias Zinnen, Prathmesh Madhu, Peter Bell
, Andreas K. Maier, Vincent Christlein:
Transfer Learning for Olfactory Object Detection. CoRR abs/2301.09906 (2023) - [i263]Fei Wu, Nora Gourmelon, Thorsten Seehaus, Jianlin Zhang, Matthias H. Braun, Andreas K. Maier, Vincent Christlein:
AMD-HookNet for Glacier Front Segmentation. CoRR abs/2302.02744 (2023) - [i262]Mareike Thies, Fabian Wagner, Noah Maul, Laura Pfaff, Linda-Sophie Schneider, Christopher Syben, Andreas K. Maier:
Optimizing CT Scan Geometries With and Without Gradients. CoRR abs/2302.06251 (2023) - [i261]Fabian Wagner, Mareike Thies, Noah Maul, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Christopher Syben, Andreas K. Maier:
Geometric Constraints Enable Self-Supervised Sinogram Inpainting in Sparse-View Tomography. CoRR abs/2302.06436 (2023) - [i260]Noah Maul, Katharina Zinn, Fabian Wagner, Mareike Thies, Maximilian Rohleder, Laura Pfaff, Markus Kowarschik, Annette Birkhold, Andreas K. Maier:
Transient Hemodynamics Prediction Using an Efficient Octree-Based Deep Learning Model. CoRR abs/2302.06557 (2023) - [i259]Kishore Surendra, Achim Schilling, Paul Stoewer, Andreas K. Maier, Patrick Krauss:
Word class representations spontaneously emerge in a deep neural network trained on next word prediction. CoRR abs/2302.07588 (2023) - [i258]Philipp Sommer, Yixing Huang
, Christoph Bert, Andreas K. Maier, Manuel A. Schmidt, Arnd Dörfler, Rainer Fietkau, Florian Putz
:
Risk Classification of Brain Metastases via Radiomics, Delta-Radiomics and Machine Learning. CoRR abs/2302.08802 (2023) - [i257]Mareike Thies, Fabian Wagner, Mingxuan Gu, Yixing Huang
, Sabrina Pechmann, Oliver Aust, Daniela Weidner, Georgiana Neag
, Stefan Uderhardt, Georg Schett, Silke H. Christiansen, Andreas K. Maier:
Motion Compensation via Epipolar Consistency for In-Vivo X-Ray Microscopy. CoRR abs/2303.00449 (2023) - [i256]Susu Sun, Stefano Woerner, Andreas Maier, Lisa M. Koch
, Christian F. Baumgartner
:
Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals. CoRR abs/2303.00500 (2023) - [i255]Karthik Shetty, Annette Birkhold, Srikrishna Jaganathan, Norbert Strobel, Bernhard Egger, Markus Kowarschik, Andreas K. Maier:
BOSS: Bones, Organs and Skin Shape Model. CoRR abs/2303.04923 (2023) - [i254]Linda-Sophie Schneider, Mareike Thies, Christopher Syben, Richard Schielein, Mathias Unberath, Andreas K. Maier:
Task-based Generation of Optimized Projection Sets using Differentiable Ranking. CoRR abs/2303.11724 (2023) - [i253]Marcel Reimann, Jungeun Won, Hiroyuki Takahashi, Antonio Yaghy
, Yunchan Hwang, Stefan B. Ploner, Junhong Lin, Jessica Girgis, Kenneth Lam, Siyu Chen, Nadia K. Waheed, Andreas K. Maier, James G. Fujimoto:
Unsupervised detection of small hyperreflective features in ultrahigh resolution optical coherence tomography. CoRR abs/2303.14711 (2023) - [i252]Thomas Wimmer, Vladimir Golkov, Hoai Nam Dang, Moritz Zaiss, Andreas Maier, Daniel Cremers
:
Scale-Equivariant Deep Learning for 3D Data. CoRR abs/2304.05864 (2023) - [i251]Yixing Huang
, Ahmed Gomaa, Thomas Weissmann, Johanna Grigo, Hassen Ben Tkhayat, Benjamin Frey, Udo S. Gaipl, Luitpold V. Distel, Andreas K. Maier, Rainer Fietkau, Christoph Bert, Florian Putz:
Benchmarking ChatGPT-4 on ACR Radiation Oncology In-Training Exam (TXIT): Potentials and Challenges for AI-Assisted Medical Education and Decision Making in Radiation Oncology. CoRR abs/2304.11957 (2023) - [i250]Hiuchung Hung, Andreas Maier, Thorsten Piske:
Building a Non-native Speech Corpus Featuring Chinese-English Bilingual Children: Compilation and Rationale. CoRR abs/2305.00446 (2023) - [i249]Hoai Nam Dang, Vladimir Golkov, Thomas Wimmer, Daniel Cremers, Andreas K. Maier, Moritz Zaiss:
Joint MR sequence optimization beats pure neural network approaches for spin-echo MRI super-resolution. CoRR abs/2305.07524 (2023) - [i248]Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas K. Maier:
DeepFilterNet: Perceptually Motivated Real-Time Speech Enhancement. CoRR abs/2305.08227 (2023) - [i247]Soroosh Tayebi Arasteh, Cristian David Ríos-Urrego, Elmar Nöth, Andreas K. Maier, Seung Hee Yang, Jan Rusz
, Juan Rafael Orozco-Arroyave
:
Federated learning for secure development of AI models for Parkinson's disease detection using speech from different languages. CoRR abs/2305.11284 (2023) - [i246]Kubilay Can Demir, Tobias Weise, Matthias May, Axel Schmid, Andreas K. Maier, Seung Hee Yang:
PoCaPNet: A Novel Approach for Surgical Phase Recognition Using Speech and X-Ray Images. CoRR abs/2305.15993 (2023) - [i245]Felix Denzinger, Michael Wels, Oliver Taubmann, Florian Kordon, Fabian Wagner, Stephanie Mehltretter, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas K. Maier:
Handling Label Uncertainty on the Example of Automatic Detection of Shepherd's Crook RCA in Coronary CT Angiography. CoRR abs/2306.01752 (2023) - [i244]Aline Sindel, Andreas K. Maier, Vincent Christlein:
A Vessel-Segmentation-Based CycleGAN for Unpaired Multi-modal Retinal Image Synthesis. CoRR abs/2306.02901 (2023) - [i243]Amr Hagag, Ahmed Gomaa, Dominik Kornek
, Andreas K. Maier, Rainer Fietkau, Christoph Bert, Florian Putz
, Yixing Huang
:
Deep Learning for Cancer Prognosis Prediction Using Portrait Photos by StyleGAN Embedding. CoRR abs/2306.14596 (2023) - [i242]Paul Stoewer, Achim Schilling, Andreas K. Maier, Patrick Krauss:
Conceptual Cognitive Maps Formation with Neural Successor Networks and Word Embeddings. CoRR abs/2307.01577 (2023) - [i241]Yixing Huang
, Christoph Bert, Ahmed Gomaa, Rainer Fietkau, Andreas K. Maier, Florian Putz
:
A Survey of Incremental Transfer Learning: Combining Peer-to-Peer Federated Learning and Domain Incremental Learning for Multicenter Collaboration. CoRR abs/2309.17192 (2023) - [i240]Mathias Zinnen, Azhar Hussian, Hang Tran, Prathmesh Madhu, Andreas K. Maier, Vincent Christlein:
SniffyArt: The Dataset of Smelling Persons. CoRR abs/2311.11888 (2023) - [i239]Mikhail Kulyabin, Aleksei E. Zhdanov, Anastasia Nikiforova, Andrey Stepichev, Anna Kuznetsova, Mikhail Ronkin, Vasilii I. Borisov, Alexander Bogachev, Sergey Korotkich, Paul A. Constable, Andreas K. Maier:
OCTDL: Optical Coherence Tomography Dataset for Image-Based Deep Learning Methods. CoRR abs/2312.08255 (2023) - [i238]Klaus-Dieter Sommer, Peter Harris, Sascha Eichstädt, Roland Füssl, Tanja Dorst, Andreas Schütze, Michael Heizmann, Nadine Schiering, Andreas Maier, Yuhui Luo, Christos Tachtatzis
, Ivan Andonovic
, Gordon Gourlay:
Modelling of Networked Measuring Systems - From White-Box Models to Data Based Approaches. CoRR abs/2312.13744 (2023) - [i237]Luis Carlos Rivera Monroy, Leonhard Rist, Martin Eberhardt, Christian Ostalecki, Andreas Bauer, Julio Vera, Katharina Breininger, Andreas K. Maier:
Comparative Analysis of Radiomic Features and Gene Expression Profiles in Histopathology Data Using Graph Neural Networks. CoRR abs/2312.15825 (2023) - 2022
- [j123]Vinicius Facco Rodrigues, Rodolfo Stoffel Antunes
, Lucas Adams Seewald, Rodrigo Bazo, Eduardo Souza dos Reis, Uélison Jean Lopes dos Santos, Rodrigo da Rosa Righi, Luiz Gonzaga da Silveira Jr., Cristiano André da Costa, Felipe L. Bertollo, Andreas Maier, Bjoern M. Eskofier, Tim Horz, Marcus Pfister, Rebecca Fahrig:
A multi-sensor architecture combining human pose estimation and real-time location systems for workflow monitoring on hybrid operating suites. Future Gener. Comput. Syst. 135: 283-298 (2022) - [j122]Jonas Denck
, Oliver Haas, Jens Guehring, Andreas Maier, Eva Rothgang:
Automated Protocoling for MRI Exams - Challenges and Solutions. J. Digit. Imaging 35(5): 1293-1302 (2022) - [j121]Florian Kordon
, Andreas Maier
, Benedict Swartman, Maxim Privalov, Jan Siad El Barbari, Holger Kunze
:
Multi-Stage Platform for (Semi-)Automatic Planning in Reconstructive Orthopedic Surgery. J. Imaging 8(4): 108 (2022) - [j120]Nadine Rücker
, Andreas K. Maier:
FlexParser - The adaptive log file parser for continuous results in a changing world. J. Softw. Evol. Process. 34(3) (2022) - [j119]Maniraman Periyasamy
, AmirAbbas Davari
, Thorsten Seehaus, Matthias Braun, Andreas Maier
, Vincent Christlein
:
How to Get the Most Out of U-Net for Glacier Calving Front Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 1712-1723 (2022) - [j118]Hendrik Schröter
, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas K. Maier
:
Low Latency Speech Enhancement for Hearing Aids Using Deep Filtering. IEEE ACM Trans. Audio Speech Lang. Process. 30: 2716-2728 (2022) - [j117]Jennifer Maier
, Marlies Nitschke
, Jang-Hwan Choi
, Garry Gold
, Rebecca Fahrig, Bjoern M. Eskofier
, Andreas Maier
:
Rigid and Non-Rigid Motion Compensation in Weight-Bearing CBCT of the Knee Using Simulated Inertial Measurements. IEEE Trans. Biomed. Eng. 69(5): 1608-1619 (2022) - [j116]AmirAbbas Davari
, Christoph Baller
, Thorsten Seehaus
, Matthias H. Braun, Andreas K. Maier
, Vincent Christlein
:
Pixelwise Distance Regression for Glacier Calving Front Detection and Segmentation. IEEE Trans. Geosci. Remote. Sens. 60: 1-10 (2022) - [j115]AmirAbbas Davari
, Saahil Islam
, Thorsten Seehaus, Andreas Hartmann, Matthias H. Braun
, Andreas K. Maier
, Vincent Christlein
:
On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [c431]Mingxuan Gu, Sulaiman Vesal, Ronak Kosti, Andreas K. Maier:
Few-shot Unsupervised Domain Adaptation for Multi-modal Cardiac Image Segmentation. Bildverarbeitung für die Medizin 2022: 20-25 - [c430]Florian Thamm, Oliver Taubmann, Markus Jürgens, Hendrik Ditt, Andreas K. Maier:
Detection of Large Vessel Occlusions Using Deep Learning by Deforming Vessel Tree Segmentations. Bildverarbeitung für die Medizin 2022: 44-49 - [c429]Disha D. Rao, Nicole Maass, Frank Dennerlein, Andreas K. Maier, Yixing Huang
:
Machine Learning-based Detection of Spherical Markers in CT Volumes. Bildverarbeitung für die Medizin 2022: 51-56 - [c428]Aline Sindel, Bettina Hohberger, Sebastian Fassihi Dehcordi, Christian Y. Mardin, Robert Lämmer, Andreas K. Maier, Vincent Christlein:
A Keypoint Detection and Description Network Based on the Vessel Structure for Multi-modal Retinal Image Registration. Bildverarbeitung für die Medizin 2022: 57-62 - [c427]Richin Sukesh
, Andreas Fieselmann, Srikrishna Jaganathan, Karthik Shetty, Rainer Kärgel
, Florian Kordon, Steffen Kappler, Andreas K. Maier:
Training Deep Learning Models for 2D Spine X-rays Using Synthetic Images and Annotations Created from 3D CT Volumes. Bildverarbeitung für die Medizin 2022: 63-68 - [c426]Florian Kordon, Andreas K. Maier, Benedict Swartman, Maxim Privalov, Jan Siad El Barbari, Holger Kunze:
Abstract: Automatic Path Planning for Safe Guide Pin Insertion in PCL Reconstruction Surgery. Bildverarbeitung für die Medizin 2022: 82 - [c425]Arpitha Ravi, Florian Kordon, Andreas K. Maier:
Automatic Switching of Organ Programs in Interventional X-ray Machines Using Deep Learning. Bildverarbeitung für die Medizin 2022: 95-100 - [c424]Fabian Wagner, Mareike Thies, Marek Karolczak, Sabrina Pechmann, Yixing Huang
, Mingxuan Gu, Lasse Kling, Daniela Weidner, Oliver Aust, Georg Schett, Silke H. Christiansen, Andreas K. Maier:
Monte Carlo Dose Simulation for In-Vivo X-Ray Nanoscopy. Bildverarbeitung für die Medizin 2022: 107-112 - [c423]Weilin Fu, Lennart Husvogt, Katharina Breininger
, Roman Schaffert, Omar Abu-Qamar, James G. Fujimoto, Andreas K. Maier:
Form Follows Function - Smart Network Design Enables Zero-shot Network Reuse. Bildverarbeitung für die Medizin 2022: 121-126 - [c422]Antonia Popp
, Oliver Taubmann, Florian Thamm, Hendrik Ditt, Andreas K. Maier, Katharina Breininger
:
Thrombus Detection in Non-contrast Head CT Using Graph Deep Learning. Bildverarbeitung für die Medizin 2022: 153-158 - [c421]Adarsh Bhandary Panambur
, Prathmesh Madhu, Andreas K. Maier:
Effect of Random Histogram Equalization on Breast Calcification Analysis Using Deep Learning. Bildverarbeitung für die Medizin 2022: 173-178 - [c420]Lukas Folle, Katharian Tkotz, Fasil Gadjimuradov, Lorenz A. Kapsner
, Moritz Fabian, Sebastian Bickelhaupt, David Simon, Arnd Kleyer, Gerhard Krönke, Moritz Zaiß, Armin M. Nagel, Andreas K. Maier:
Towards Super-resolution CEST MRI for Visualization of Small Structures. Bildverarbeitung für die Medizin 2022: 210-215 - [c419]Haobo Song
, Chang Liu, Lukas Folle, Andreas K. Maier:
Multi-organ Segmentation with Partially Annotated Datasets. Bildverarbeitung für die Medizin 2022: 216-221 - [c418]Sonja Kunzmann, Christian Marzahl
, Felix Denzinger, Christof Bertram, Robert Klopfleisch
, Katharina Breininger
, Vincent Christlein, Andreas K. Maier:
First Steps on Gamification of Lung Fluid Cells Annotations in the Flower Domain. Bildverarbeitung für die Medizin 2022: 223-228 - [c417]Mathias Öttl, Jana Mönius, Christian Marzahl
, Matthias Rübner, Carol I. Geppert, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas K. Maier, Ramona Erber, Katharina Breininger
:
Superpixel Pre-segmentation of HER2 Slides for Efficient Annotation. Bildverarbeitung für die Medizin 2022: 254-259 - [c416]Maja Schlereth, Daniel Stromer, Yash Mantri
, Jason Tsujimoto, Katharina Breininger
, Andreas K. Maier, Caesar Anderson, Pranav S. Garimella, Jesse V. Jokerst:
Initial Investigations Towards Non-invasive Monitoring of Chronic Wound Healing Using Deep Learning and Ultrasound Imaging. Bildverarbeitung für die Medizin 2022: 261-266 - [c415]Maja Schlereth, Daniel Stromer, Katharina Breininger
, Alexandra Wagner, Lina Tan, Andreas K. Maier, Ferdinand Knieling
:
Automatic Classification of Neuromuscular Diseases in Children Using Photoacoustic Imaging. Bildverarbeitung für die Medizin 2022: 285-290 - [c414]Amir El-Ghoussani, Dalia Rodríguez-Salas, Mathias Seuret, Andreas K. Maier:
GAN-based Augmentation of Mammograms to Improve Breast Lesion Detection. Bildverarbeitung für die Medizin 2022: 321-326 - [c413]Oliver Aust, Mareike Thies, DanielaWeidner, Fabian Wagner, Sabrina Pechmann, Leonid Mill, Darja Andreev, Ippei Miyagawa, Gerhard Krönke, Silke H. Christiansen, Stefan Uderhardt, Andreas K. Maier, Anika Grüneboom:
Tibia Cortical Bone Segmentation in Micro-CT and X-ray Microscopy Data Using a Single Neural Network. Bildverarbeitung für die Medizin 2022: 333-338 - [c412]Andreas K. Maier, Seung Hee Yang, Farhad Maleki, Nikesh Muthukrishnan, Reza Forghani:
Offer Proprietary Algorithms Still Protection of Intellectual Property in the Age of Machine Learning? - A Case Study Using Dual Energy CT Data. Bildverarbeitung für die Medizin 2022: 345-350 - [c411]Luis Carlos Rivera Monroy, Martin Eberhardt, Christian Ostalecki, Andreas Baur, Julio Vera, Andreas K. Maier:
Melanoma Segmentation and Classification Employing Imaging and Graph Encodings. CHASE 2022: 144-145 - [c410]Martin Mayr
, Alex Felker
, Andreas K. Maier
, Vincent Christlein
:
Combining Visual and Linguistic Models for a Robust Recipient Line Recognition in Historical Documents. DAS 2022: 598-612 - [c409]Alexander Mattick
, Martin Mayr
, Andreas Maier
, Vincent Christlein
:
Is Multitask Learning Always Better? DAS 2022: 674-687 - [c408]Aline Sindel, Andreas Maier, Vincent Christlein:
ArtFacePoints: High-Resolution Facial Landmark Detection in Paintings and Prints. ECCV Workshops (1) 2022: 298-313 - [c407]Jad Kassam, Florian Thamm, Leonhard Rist, Oliver Taubmann, Andreas K. Maier:
Detecting Large Vessel Occlusions using Graph Deep Learning. GeoMedIA 2022: 149-159 - [c406]Christian Bergler, Manuel Schmitt, Andreas K. Maier, Rachael Xi Cheng, Volker Barth, Elmar Nöth:
ORCA-PARTY: An Automatic Killer Whale Sound Type Separation Toolkit Using Deep Learning. ICASSP 2022: 1046-1050 - [c405]Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz, Andreas Maier:
Deepfilternet: A Low Complexity Speech Enhancement Framework for Full-Band Audio Based On Deep Filtering. ICASSP 2022: 7407-7411 - [c404]Aline Sindel, Andreas K. Maier, Vincent Christlein:
A Multi-modal Registration and Visualization Software Tool for Artworks Using CraquelureNet. ICPR Workshops (3) 2022: 108-121 - [c403]Ahmed Gomaa, Andreas K. Maier, Ronak Kosti:
Supervised Contrastive Learning for Robust and Efficient Multi-modal Emotion and Sentiment Analysis. ICPR 2022: 2423-2429 - [c402]Mathias Zinnen, Prathmesh Madhu, Ronak Kosti, Peter Bell
, Andreas K. Maier, Vincent Christlein:
ODOR: The ICPR2022 ODeuropa Challenge on Olfactory Object Recognition. ICPR 2022: 4989-4994 - [c401]Abner Hernandez, Paula Andrea Pérez-Toro
, Elmar Nöth, Juan Rafael Orozco-Arroyave
, Andreas K. Maier, Seung Hee Yang:
Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition. INTERSPEECH 2022: 51-55 - [c400]P. Schäfer, Paula Andrea Pérez-Toro, Philipp Klumpp, Juan Rafael Orozco-Arroyave, Elmar Nöth, Andreas K. Maier, A. Abad, Maria Schuster, Tomás Arias-Vergara:
CoachLea: an Android Application to Evaluate the Speech Production and Perception of Children with Hearing Loss. INTERSPEECH 2022: 1959-1960 - [c399]Christian Bergler, Alexander Barnhill
, Dominik Perrin, Manuel Schmitt, Andreas K. Maier, Elmar Nöth:
ORCA-WHISPER: An Automatic Killer Whale Sound Type Generation Toolkit Using Deep Learning. INTERSPEECH 2022: 2413-2417 - [c398]Paula Andrea Pérez-Toro
, Philipp Klumpp, Abner Hernandez, Tomas Arias
, Patricia Lillo, Andrea Slachevsky, Adolfo Martín García
, Maria Schuster, Andreas K. Maier, Elmar Nöth, Juan Rafael Orozco-Arroyave
:
Alzheimer's Detection from English to Spanish Using Acoustic and Linguistic Embeddings. INTERSPEECH 2022: 2483-2487 - [c397]Tobias Weise, Philipp Klumpp, Andreas K. Maier, Elmar Nöth, Björn Heismann, Maria Schuster, Seung Hee Yang:
Disentangled Latent Speech Representation for Automatic Pathological Intelligibility Assessment. INTERSPEECH 2022: 4815-4819 - [c396]Prathmesh Madhu, Anna Meyer, Mathias Zinnen, Lara Mührenberg
, Dirk Suckow, Torsten Bendschus, Corinna Reinhardt, Peter Bell
, Ute Verstegen, Ronak Kosti, Andreas Maier, Vincent Christlein:
One-Shot Object Detection in Heterogeneous Artwork Datasets. IPTA 2022: 1-6 - [c395]Alexander Schmidt, Prathmesh Madhu, Andreas Maier, Vincent Christlein, Ronak Kosti:
ARIN: Adaptive Resampling and Instance Normalization for Robust Blind Inpainting of Dunhuang Cave Paintings. IPTA 2022: 1-6 - [c394]Hendrik Schröter, Andreas K. Maier, Alberto N. Escalante-B., Tobias Rosenkranz:
Deepfilternet2: Towards Real-Time Speech Enhancement on Embedded Devices for Full-Band Audio. IWAENC 2022: 1-5 - [c393]Aline Sindel, Bettina Hohberger, Andreas K. Maier, Vincent Christlein:
Multi-modal Retinal Image Registration Using a Keypoint-Based Vessel Structure Aligning Network. MICCAI (6) 2022: 108-118 - [c392]Felix Meister, Chloé Audigier, Tiziano Passerini, Èric Lluch, Viorel Mihalef, Andreas K. Maier, Tommaso Mansi:
Fast Automatic Liver Tumor Radiofrequency Ablation Planning via Learned Physics Model. MICCAI (8) 2022: 167-176 - [c391]Stefan B. Ploner, Siyu Chen, Jungeun Won, Lennart Husvogt, Katharina Breininger, Julia Schottenhamml, James G. Fujimoto, Andreas Maier:
A Spatiotemporal Model for Precise and Efficient Fully-Automatic 3D Motion Correction in OCT. MICCAI (2) 2022: 517-527 - [c390]Florian Kordon
, Andreas K. Maier
, Benedict Swartman, Maxim Privalov, Jan Siad El Barbari, Holger Kunze
:
Deep Geometric Supervision Improves Spatial Generalization in Orthopedic Surgery Planning. MICCAI (8) 2022: 615-625 - [c389]Florian Thamm, Oliver Taubmann, Markus Jürgens, Aleksandra Thamm, Felix Denzinger, Leonhard Rist, Hendrik Ditt, Andreas Maier:
Building Brains: Subvolume Recombination for Data Augmentation in Large Vessel Occlusion Detection. MICCAI (3) 2022: 634-643 - [c388]Felix Denzinger, Michael Wels, Oliver Taubmann, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian J. Buss, Johannes Görich, Michael Sühling, Andreas K. Maier:
CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling. MIDL 2022: 315-324 - [c387]Holger Kunze, Florian Kordon, Andreas Maier, Katharina Breininger:
Direct and indirect image rotation estimation methods of orthopedic x-ray images. Image Processing 2022 - [c386]Celia Martín Vicario, Florian Kordon, Felix Denzinger, Jan Siad El Barbari, Maxim Privalov, Jochen Franke, Andreas Maier, Holger Kunze:
Normalization techniques for CNN based analysis of surgical cone beam CT volumes. Image Processing 2022 - [c385]Andreas K. Maier:
Building Blocks for a Virtual Time Machine: From Book CT to Automated Art Understanding. SUMAC @ ACM Multimedia 2022: 1 - [c384]Abner Hernandez, Philipp Klumpp, Badhan Das, Andreas K. Maier, Seung Hee Yang:
Autoblog 2021: The Importance of Language Models for Spontaneous Lecture Speech. TSD 2022: 291-300 - [c383]Kubilay Can Demir
, Matthias S. May, Axel Schmid, Michael Uder, Katharina Breininger
, Tobias Weise
, Andreas K. Maier
, Seung Hee Yang
:
PoCaP Corpus: A Multimodal Dataset for Smart Operating Room Speech Assistant Using Interventional Radiology Workflow Analysis. TSD 2022: 464-475 - [p9]Andreas K. Maier:
Eine sanfte Einführung ins Lernen tiefer neuronaler Netze. Künstliche Intelligenz im Gesundheitswesen 2022: 679-696 - [e10]Klaus H. Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier
, Christoph Palm, Thomas Tolxdorff:
Bildverarbeitung für die Medizin 2022 - Proceedings, German Workshop on Medical Image Computing, Heidelberg, June 26-28, 2022. Informatik Aktuell, Springer 2022, ISBN 978-3-658-36931-6 [contents] - [e9]Nandinee Fariah Haq
, Patricia Johnson
, Andreas Maier
, Chen Qin, Tobias Würfl
, Jaejun Yoo
:
Machine Learning for Medical Image Reconstruction - 5th International Workshop, MLMIR 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings. Lecture Notes in Computer Science 13587, Springer 2022, ISBN 978-3-031-17246-5 [contents] - [i236]Aline Sindel, Bettina Hohberger, Sebastian Fassihi Dehcordi, Christian Y. Mardin, Robert Lämmer, Andreas K. Maier, Vincent Christlein:
A Keypoint Detection and Description Network Based on the Vessel Structure for Multi-Modal Retinal Image Registration. CoRR abs/2201.02242 (2022) - [i235]Florian Thamm, Felix Denzinger, Leonhard Rist, Celia Martín Vicario, Florian Kordon, Andreas K. Maier:
Segmentation of the Carotid Lumen and Vessel Wall using Deep Learning and Location Priors. CoRR abs/2201.06259 (2022) - [i234]Mareike Thies, Fabian Wagner, Mingxuan Gu, Lukas Folle, Lina Felsner, Andreas K. Maier:
Learned Cone-Beam CT Reconstruction Using Neural Ordinary Differential Equations. CoRR abs/2201.07562 (2022) - [i233]Mathias Öttl, Jana Mönius, Christian Marzahl, Matthias Rübner, Carol I. Geppert, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas K. Maier, Ramona Erber, Katharina Breininger:
Superpixel Pre-Segmentation of HER2 Slides for Efficient Annotation. CoRR abs/2201.07572 (2022) - [i232]Fabian Wagner, Mareike Thies, Mingxuan Gu, Yixing Huang, Sabrina Pechmann, Mayank Patwari, Stefan B. Ploner, Oliver Aust, Stefan Uderhardt, Georg Schett, Silke H. Christiansen, Andreas K. Maier:
Ultra Low-Parameter Denoising: Trainable Bilateral Filter Layers in Computed Tomography. CoRR abs/2201.10345 (2022) - [i231]Maja Schlereth, Daniel Stromer, Yash Mantri, Jason Tsujimoto, Katharina Breininger, Andreas K. Maier, Caesar Anderson, Pranav S. Garimella, Jesse V. Jokerst:
Initial Investigations Towards Non-invasive Monitoring of Chronic Wound Healing Using Deep Learning and Ultrasound Imaging. CoRR abs/2201.10511 (2022) - [i230]Frauke Wilm, Marco Fragoso, Christian Marzahl, Jingna Qiu, Christof A. Bertram, Robert Klopfleisch, Andreas K. Maier, Katharina Breininger, Marc Aubreville:
Pan-Tumor CAnine cuTaneous Cancer Histology (CATCH) Dataset. CoRR abs/2201.11446 (2022) - [i229]Maja Schlereth, Daniel Stromer, Katharina Breininger, Alexandra Wagner, Lina Tan, Andreas K. Maier, Ferdinand Knieling:
Automatic Classification of Neuromuscular Diseases in Children Using Photoacoustic Imaging. CoRR abs/2201.11630 (2022) - [i228]Mingxuan Gu, Sulaiman Vesal, Ronak Kosti, Andreas K. Maier:
Few-shot Unsupervised Domain Adaptation for Multi-modal Cardiac Image Segmentation. CoRR abs/2201.12386 (2022) - [i227]Farnaz Khun Jush, Markus Biele, Peter M. Dueppenbecker, Andreas K. Maier:
Deep Learning for Ultrasound Speed-of-Sound Reconstruction: Impacts of Training Data Diversity on Stability and Robustness. CoRR abs/2202.01208 (2022) - [i226]Aline Sindel, Abner Hernandez, Seung Hee Yang, Vincent Christlein, Andreas K. Maier:
SliTraNet: Automatic Detection of Slide Transitions in Lecture Videos using Convolutional Neural Networks. CoRR abs/2202.03540 (2022) - [i225]Felix Denzinger, Michael Wels, Oliver Taubmann, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian J. Buss, Johannes Görich, Michael Sühling, Andreas K. Maier, Katharina Breininger:
CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling. CoRR abs/2202.03671 (2022) - [i224]Yixing Huang, Andreas K. Maier, Rainer Fietkau, Christoph Bert, Florian Putz:
Learning Perspective Deformation in X-Ray Transmission Imaging. CoRR abs/2202.06366 (2022) - [i223]Paul Stoewer, Christian Schlieker, Achim Schilling, Claus Metzner, Andreas K. Maier, Patrick Krauss:
Neural Network based Successor Representations of Space and Language. CoRR abs/2202.11190 (2022) - [i222]Fuxin Fan, Ludwig Ritschl, Marcel Beister, Ramyar Biniazan, Björn W. Kreher, Tristan M. Gottschalk, Steffen Kappler, Andreas K. Maier:
Simulation-Driven Training of Vision Transformers Enabling Metal Segmentation in X-Ray Images. CoRR abs/2203.09207 (2022) - [i221]Mayank Patwari, Ralf Gutjahr, Rainer Raupach, Andreas K. Maier:
Limited Parameter Denoising for Low-dose X-ray Computed Tomography Using Deep Reinforcement Learning. CoRR abs/2203.14794 (2022) - [i220]Abner Hernandez, Paula Andrea Pérez-Toro, Elmar Nöth, Juan Rafael Orozco-Arroyave
, Andreas K. Maier, Seung Hee Yang:
Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition. CoRR abs/2204.01670 (2022) - [i219]Abner Hernandez, Paula Andrea Pérez-Toro
, Juan Camilo Vásquez-Correa
, Juan Rafael Orozco-Arroyave
, Andreas K. Maier, Seung Hee Yang:
Self-Supervised Speech Representations Preserve Speech Characteristics while Anonymizing Voices. CoRR abs/2204.01677 (2022) - [i218]Achim Schilling, William Sedley, Richard Gerum, Claus Metzner, Konstantin Tziridis, Andreas K. Maier, Holger Schulze, Fan-Gang Zeng, Karl J. Friston, Patrick Krauss:
Predictive Coding and Stochastic Resonance: Towards a Unified Theory of Auditory (Phantom) Perception. CoRR abs/2204.03354 (2022) - [i217]Marc Aubreville, Nikolas Stathonikos, Christof A. Bertram, Robert Klopfleisch
, Natalie D. ter Hoeve, Francesco Ciompi, Frauke Wilm, Christian Marzahl, Taryn A. Donovan, Andreas K. Maier, Jack Breen
, Nishant Ravikumar, Youjin Chung, Jinah Park, Ramin Nateghi, Fattaneh Pourakpour, Rutger H. J. Fick, Saima Ben Hadj, Mostafa Jahanifar, Nasir M. Rajpoot, Jakob Dexl, Thomas Wittenberg, Satoshi Kondo, Maxime W. Lafarge, Viktor H. Koelzer, Jingtang Liang, Yubo Wang, Xi Long, Jingxin Liu
, Salar Razavi
, April Khademi, Sen Yang, Xiyue Wang
, Mitko Veta, Katharina Breininger:
Mitosis domain generalization in histopathology images - The MIDOG challenge. CoRR abs/2204.03742 (2022) - [i216]Tobias Weise, Philipp Klumpp, Andreas K. Maier, Elmar Nöth, Björn Heismann, Maria Schuster, Seung Hee Yang:
Disentangled Latent Speech Representation for Automatic Pathological Intelligibility Assessment. CoRR abs/2204.04016 (2022) - [i215]Soroosh Tayebi Arasteh
, Tobias Weise, Maria Schuster, Elmar Nöth, Andreas K. Maier, Seung Hee Yang:
Is Speech Pathology a Biomarker in Automatic Speaker Verification? CoRR abs/2204.06450 (2022) - [i214]Florian Thamm, Markus Jürgens, Oliver Taubmann, Aleksandra Thamm, Leonhard Rist, Hendrik Ditt, Andreas K. Maier:
An Algorithm for the Labeling and Interactive Visualization of the Cerebrovascular System of Ischemic Strokes. CoRR abs/2204.12333 (2022) - [i213]Yixing Huang
, Christoph Bert, Stefan Fischer, Manuel A. Schmidt, Arnd Dörfler, Andreas K. Maier, Rainer Fietkau, Florian Putz
:
Continual Learning for Peer-to-Peer Federated Learning: A Study on Automated Brain Metastasis Identification. CoRR abs/2204.13591 (2022) - [i212]Adarsh Bhandary Panambur, Prathmesh Madhu, Andreas K. Maier:
Effect of Random Histogram Equalization on Breast Calcification Analysis Using Deep Learning. CoRR abs/2205.01684 (2022) - [i211]Florian Thamm, Oliver Taubmann, Markus Jürgens, Aleksandra Thamm, Felix Denzinger, Leonhard Rist, Hendrik Ditt, Andreas K. Maier:
Building Brains: Subvolume Recombination for Data Augmentation in Large Vessel Occlusion Detection. CoRR abs/2205.02848 (2022) - [i210]Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz, Andreas K. Maier:
DeepFilterNet2: Towards Real-Time Speech Enhancement on Embedded Devices for Full-Band Audio. CoRR abs/2205.05474 (2022) - [i209]Mohammad Joshaghani, AmirAbbas Davari, Faezeh Nejati Hatamian, Andreas K. Maier, Christian Riess:
Bayesian Convolutional Neural Networks for Limited Data Hyperspectral Remote Sensing Image Classification. CoRR abs/2205.09250 (2022) - [i208]Simon Langer, Oliver Taubmann, Felix Denzinger, Andreas K. Maier, Alexander Mühlberg:
DeepTechnome: Mitigating Unknown Bias in Deep Learning Based Assessment of CT Images. CoRR abs/2205.13297 (2022) - [i207]Mingxuan Gu, Sulaiman Vesal, Mareike Thies, Zhaoya Pan, Fabian Wagner, Mirabela Rusu, Andreas K. Maier, Ronak Kosti:
ConFUDA: Contrastive Fewshot Unsupervised Domain Adaptation for Medical Image Segmentation. CoRR abs/2206.03888 (2022) - [i206]Prathmesh Madhu, Tilman Marquart, Ronak Kosti, Dirk Suckow, Peter Bell
, Andreas K. Maier, Vincent Christlein:
ICC++: Explainable Image Retrieval for Art Historical Corpora using Image Composition Canvas. CoRR abs/2206.11115 (2022) - [i205]Kubilay Can Demir, Matthias S. May, Axel Schmid, Michael Uder, Katharina Breininger, Tobias Weise, Andreas K. Maier, Seung Hee Yang:
PoCaP Corpus: A Multimodal Dataset for Smart Operating Room Speech Assistant using Interventional Radiology Workflow Analysis. CoRR abs/2206.12320 (2022) - [i204]Farnaz Khun Jush, Markus Biele, Peter M. Dueppenbecker, Andreas K. Maier:
AutoSpeed: A Linked Autoencoder Approach for Pulse-Echo Speed-of-Sound Imaging for Medical Ultrasound. CoRR abs/2207.02392 (2022) - [i203]Fabian Wagner, Mareike Thies, Felix Denzinger, Mingxuan Gu, Mayank Patwari, Stefan B. Ploner, Noah Maul, Laura Pfaff, Yixing Huang
, Andreas K. Maier:
Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT. CoRR abs/2207.07368 (2022) - [i202]Aline Sindel, Bettina Hohberger, Andreas K. Maier, Vincent Christlein:
Multi-modal Retinal Image Registration Using a Keypoint-Based Vessel Structure Aligning Network. CoRR abs/2207.10506 (2022) - [i201]Leonid Mill, Oliver Aust, Jochen A. Ackermann, Philipp Burger, Monica Pascual, Katrin Palumbo-Zerr, Gerhard Krönke, Stefan Uderhardt, Georg Schett, Christoph S. Clemen, Rolf Schröder, Christian Holtzhausen, Samir Jabari, Andreas K. Maier, Anika Grüneboom:
SYNTA: A novel approach for deep learning-based image analysis in muscle histopathology using photo-realistic synthetic data. CoRR abs/2207.14650 (2022) - [i200]Aline Sindel, Andreas K. Maier, Vincent Christlein:
A Multi-modal Registration and Visualization Software Tool for Artworks using CraquelureNet. CoRR abs/2208.08836 (2022) - [i199]Thomas Weissmann, Yixing Huang
, Stefan Fischer, Johannes Roesch, Sina Mansoorian, Horacio Ayala Gaona, Antoniu-Oreste Gostian, Markus Hecht, Sebastian Lettmaier, Lisa Deloch, Benjamin Frey, Udo S. Gaipl, Luitpold V. Distel, Andreas K. Maier, Heinrich Iro, Sabine Semrau, Christoph Bert, Rainer Fietkau, Florian Putz:
Deep Learning for automatic head and neck lymph node level delineation. CoRR abs/2208.13224 (2022) - [i198]Stefan B. Ploner, Siyu Chen, Jungeun Won, Lennart Husvogt, Katharina Breininger, Julia Schottenhamml, James G. Fujimoto, Andreas K. Maier:
A Spatiotemporal Model for Precise and Efficient Fully-automatic 3D Motion Correction in OCT. CoRR abs/2209.07232 (2022) - [i197]Siyuan Mei, Fuxin Fan, Andreas K. Maier:
Metal Inpainting in CBCT Projections Using Score-based Generative Model. CoRR abs/2209.09733 (2022) - [i196]Kai Packhäuser, Sebastian Gündel, Florian Thamm, Felix Denzinger, Andreas K. Maier:
Deep Learning-based Anonymization of Chest Radiographs: A Utility-preserving Measure for Patient Privacy. CoRR abs/2209.11531 (2022) - [i195]Srikrishna Jaganathan, Maximilian Kukla, Jian Wang, Karthik Shetty, Andreas K. Maier:
Self-Supervised 2D/3D Registration for X-Ray to CT Image Fusion. CoRR abs/2210.07611 (2022) - [i194]Aline Sindel, Andreas K. Maier, Vincent Christlein:
ArtFacePoints: High-resolution Facial Landmark Detection in Paintings and Prints. CoRR abs/2210.09204 (2022) - [i193]Adithya Ramachandran, Satyaki Chatterjee, Siming Bayer, Andreas K. Maier, Thorkil Flensmark:
Heat Demand Forecasting with Multi-Resolutional Representation of Heterogeneous Temporal Ensemble. CoRR abs/2210.13108 (2022) - [i192]Paul Stoewer, Achim Schilling, Andreas K. Maier, Patrick Krauss:
Neural Network based Formation of Cognitive Maps of Semantic Spaces and the Emergence of Abstract Concepts. CoRR abs/2210.16062 (2022) - [i191]Alexander Mühlberg, Paul Ritter, Simon Langer, Chloë Goossens, Stefanie Nübler, Dominik Schneidereit, Oliver Taubmann, Felix Denzinger, Dominik Nörenberg, Michael Haug, Wolfgang H. Goldmann, Andreas K. Maier, Oliver Friedrich, Lucas Kreiss
:
SEMPAI: a Self-Enhancing Multi-Photon Artificial Intelligence for prior-informed assessment of muscle function and pathology. CoRR abs/2210.16273 (2022) - [i190]Fabian Wagner, Mareike Thies, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Daniela Weidner, Noah Maul, Maximilian Rohleder, Mingxuan Gu, Jonas Utz, Felix Denzinger, Andreas K. Maier:
On the Benefit of Dual-domain Denoising in a Self-supervised Low-dose CT Setting. CoRR abs/2211.01111 (2022) - [i189]Kai Packhäuser, Lukas Folle, Florian Thamm, Andreas K. Maier:
Generation of Anonymous Chest Radiographs Using Latent Diffusion Models for Training Thoracic Abnormality Classification Systems. CoRR abs/2211.01323 (2022) - [i188]Luis Carlos Rivera Monroy
, Leonhard Rist, Martin Eberhardt
, Christian Ostalecki, Andreas Baur, Julio Vera, Katharina Breininger, Andreas K. Maier:
Employing Graph Representations for Cell-level Characterization of Melanoma MELC Samples. CoRR abs/2211.05884 (2022) - [i187]Sonja Kunzmann, Mathias Öttl, Prathmesh Madhu, Felix Denzinger, Andreas K. Maier:
An unobtrusive quality supervision approach for medical image annotation. CoRR abs/2211.06146 (2022) - [i186]Mathias Öttl, Jana Mönius, Matthias Rübner, Carol I. Geppert, Jingna Qiu, Frauke Wilm, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas K. Maier, Ramona Erber, Katharina Breininger:
Improved HER2 Tumor Segmentation with Subtype Balancing using Deep Generative Networks. CoRR abs/2211.06150 (2022) - [i185]Karthik Shetty, Annette Birkhold, Srikrishna Jaganathan, Norbert Strobel, Markus Kowarschik, Andreas K. Maier, Bernhard Egger:
PLIKS: A Pseudo-Linear Inverse Kinematic Solver for 3D Human Body Estimation. CoRR abs/2211.11734 (2022) - [i184]Frauke Wilm, Marco Fragoso, Christof A. Bertram, Nikolas Stathonikos, Mathias Öttl, Jingna Qiu, Robert Klopfleisch
, Andreas K. Maier, Marc Aubreville, Katharina Breininger:
Mind the Gap: Scanner-induced domain shifts pose challenges for representation learning in histopathology. CoRR abs/2211.16141 (2022) - [i183]Fuxin Fan, Yangkong Wang, Ludwig Ritschl, Ramyar Biniazan, Marcel Beister, Björn W. Kreher, Yixing Huang
, Steffen Kappler, Andreas K. Maier:
Metal-conscious Embedding for CBCT Projection Inpainting. CoRR abs/2211.16219 (2022) - [i182]Merlin A. Nau, A. Hans Vija, Wesley Gohn, Maximilian P. Reymann, Andreas K. Maier:
Hybrid adiabatic quantum computing for tomographic image reconstruction - opportunities and limitations. CoRR abs/2212.01312 (2022) - [i181]Mareike Thies, Fabian Wagner, Noah Maul, Lukas Folle, Manuela Meier, Maximilian Rohleder, Linda-Sophie Schneider, Laura Pfaff, Mingxuan Gu, Jonas Utz, Felix Denzinger, Michael Manhart, Andreas K. Maier:
Gradient-Based Geometry Learning for Fan-Beam CT Reconstruction. CoRR abs/2212.02177 (2022) - [i180]Fabian Wagner, Mareike Thies, Laura Pfaff, Noah Maul, Sabrina Pechmann, Mingxuan Gu, Jonas Utz, Oliver Aust, Daniela Weidner, Georgiana Neag
, Stefan Uderhardt, Jang Hwan Choi, Andreas K. Maier:
Noise2Contrast: Multi-Contrast Fusion Enables Self-Supervised Tomographic Image Denoising. CoRR abs/2212.04832 (2022) - 2021
- [j114]Jennifer Maier
, Andreas K. Maier
, Bjoern M. Eskofier
, Rebecca Fahrig, Jang-Hwan Choi
:
3D Non-Rigid Alignment of Low-Dose Scans Allows to Correct for Saturation in Lower Extremity Cone-Beam CT. IEEE Access 9: 71821-71831 (2021) - [j113]Philipp Roser, Annette Birkhold
, Alexander Preuhs, Philipp Ochs, Elizaveta Stepina, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
XDose: toward online cross-validation of experimental and computational X-ray dose estimation. Int. J. Comput. Assist. Radiol. Surg. 16(1): 1-10 (2021) - [j112]Weilin Fu
, Katharina Breininger
, Roman Schaffert, Zhaoya Pan, Andreas K. Maier
:
"Keep it simple, scholar": an experimental analysis of few-parameter segmentation networks for retinal vessels in fundus imaging. Int. J. Comput. Assist. Radiol. Surg. 16(6): 967-978 (2021) - [j111]Andreas K. Maier, Thomas M. Deserno, Heinz Handels
, Klaus H. Maier-Hein, Christoph Palm
, Thomas Tolxdorff:
IJCARS: BVM 2021 special issue. Int. J. Comput. Assist. Radiol. Surg. 16(12): 2067-2068 (2021) - [j110]Jonas Denck
, Jens Guehring, Andreas Maier, Eva Rothgang:
MR-contrast-aware image-to-image translations with generative adversarial networks. Int. J. Comput. Assist. Radiol. Surg. 16(12): 2069-2078 (2021) - [j109]Lina Felsner
, Philipp Roser
, Andreas Maier, Christian Riess:
Comparison of methods for sensitivity correction in Talbot-Lau computed tomography. Int. J. Comput. Assist. Radiol. Surg. 16(12): 2099-2106 (2021) - [j108]Oliver Haas, Luis Ignacio Lopera Gonzalez
, Sonja Hofmann, Christoph Ostgathe, Andreas Maier, Eva Rothgang, Oliver Amft, Tobias Steigleder
:
Predicting Anxiety in Routine Palliative Care Using Bayesian-Inspired Association Rule Mining. Frontiers Digit. Health 3: 724049 (2021) - [j107]David Dreizin
, Florian Goldmann
, Christina LeBedis, Alexis Boscak, Matthew Dattwyler, Uttam Bodanapally, Guang Li, Stephan Anderson, Andreas Maier, Mathias Unberath
:
An Automated Deep Learning Method for Tile AO/OTA Pelvic Fracture Severity Grading from Trauma whole-Body CT. J. Digit. Imaging 34(1): 53-65 (2021) - [j106]Nadine Rücker
, Lea Pflüger, Andreas Maier:
Hardware Failure Prediction on Imbalanced Times Series Data. J. Digit. Imaging 34(1): 182-189 (2021) - [j105]Aline Sindel, Thomas Klinke, Andreas Maier
, Vincent Christlein:
ChainLineNet: Deep-Learning-Based Segmentation and Parameterization of Chain Lines in Historical Prints. J. Imaging 7(7): 120 (2021) - [j104]Jonas Denck
, Jens Guehring, Andreas Maier
, Eva Rothgang:
Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks. J. Imaging 7(8): 133 (2021) - [j103]Zhaohan Xiong
, Qing Xia
, Zhiqiang Hu, Ning Huang, Cheng Bian
, Yefeng Zheng
, Sulaiman Vesal
, Nishant Ravikumar
, Andreas K. Maier, Xin Yang, Pheng-Ann Heng
, Dong Ni, Caizi Li
, Qianqian Tong, Weixin Si
, Élodie Puybareau
, Younes Khoudli, Thierry Géraud, Jichao Zhao:
A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging. Medical Image Anal. 67: 101832 (2021) - [j102]Yixing Huang
, Fuxin Fan
, Christopher Syben
, Philipp Roser
, Leonid Mill, Andreas Maier
:
Cephalogram synthesis and landmark detection in dental cone-beam CT systems. Medical Image Anal. 70: 102028 (2021) - [j101]Sebastian Gündel
, Arnaud A. A. Setio
, Florin C. Ghesu, Sasa Grbic, Bogdan Georgescu, Andreas K. Maier
, Dorin Comaniciu
:
Robust classification from noisy labels: Integrating additional knowledge for chest radiography abnormality assessment. Medical Image Anal. 72: 102087 (2021) - [j100]Moritz Venator
, Selcuk Aklanoglu, Erich Bruns, Andreas Maier:
Enhancing collaborative road scene reconstruction with unsupervised domain alignment. Mach. Vis. Appl. 32(1): 13 (2021) - [j99]Sergiu Deitsch
, Claudia Buerhop-Lutz
, Evgenii Sovetkin
, Ansgar Steland
, Andreas Maier
, Florian Gallwitz
, Christian Riess
:
Segmentation of photovoltaic module cells in uncalibrated electroluminescence images. Mach. Vis. Appl. 32(4): 84 (2021) - [j98]Achim Schilling
, Andreas Maier, Richard Gerum, Claus Metzner
, Patrick Krauss
:
Quantifying the separability of data classes in neural networks. Neural Networks 139: 278-293 (2021) - [j97]Eduardo Souza dos Reis, Lucas Adams Seewald, Rodolfo Stoffel Antunes
, Vinicius Facco Rodrigues
, Rodrigo da Rosa Righi, Cristiano André da Costa, Luiz Gonzaga da Silveira Jr.
, Bjoern M. Eskofier
, Andreas Maier, Tim Horz, Rebecca Fahrig:
Monocular multi-person pose estimation: A survey. Pattern Recognit. 118: 108046 (2021) - [j96]Moritz Venator
, Yassine El Himer
, Selcuk Aklanoglu
, Erich Bruns, Andreas K. Maier
:
Self-Supervised Learning of Domain-Invariant Local Features for Robust Visual Localization Under Challenging Conditions. IEEE Robotics Autom. Lett. 6(2): 2753-2760 (2021) - [j95]Gabriel Herl
, Jochen Hiller, Mareike Thies, Jan-Nico Zaech, Mathias Unberath
, Andreas K. Maier
:
Task-Specific Trajectory Optimisation for Twin-Robotic X-Ray Tomography. IEEE Trans. Computational Imaging 7: 894-907 (2021) - [j94]Sulaiman Vesal
, Mingxuan Gu
, Andreas Maier
, Nishant Ravikumar
:
Spatio-Temporal Multi-Task Learning for Cardiac MRI Left Ventricle Quantification. IEEE J. Biomed. Health Informatics 25(7): 2698-2709 (2021) - [j93]Mufeng Geng
, Zifeng Tian, Zhe Jiang
, Yunfei You, Ximeng Feng, Yan Xia, Kun Yang, Qiushi Ren, Xiangxi Meng
, Andreas Maier
, Yanye Lu
:
PMS-GAN: Parallel Multi-Stream Generative Adversarial Network for Multi-Material Decomposition in Spectral Computed Tomography. IEEE Trans. Medical Imaging 40(2): 571-584 (2021) - [j92]Zhe Jiang
, Zhiyu Huang, Bin Qiu, Xiangxi Meng
, Yunfei You, Xi Liu, Mufeng Geng
, Gangjun Liu, Chuanqing Zhou, Kun Yang, Andreas Maier
, Qiushi Ren, Yanye Lu
:
Weakly Supervised Deep Learning-Based Optical Coherence Tomography Angiography. IEEE Trans. Medical Imaging 40(2): 688-698 (2021) - [j91]Sulaiman Vesal
, Mingxuan Gu
, Ronak Kosti
, Andreas Maier
, Nishant Ravikumar
:
Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimization for Multi-Modal Cardiac Image Segmentation. IEEE Trans. Medical Imaging 40(7): 1838-1851 (2021) - [j90]Elisabeth Hoppe
, Jens Wetzl
, Seung Su Yoon
, Mario Bacher, Philipp Roser
, Bernhard Stimpel
, Alexander Preuhs
, Andreas Maier
:
Deep Learning-Based ECG-Free Cardiac Navigation for Multi-Dimensional and Motion-Resolved Continuous Magnetic Resonance Imaging. IEEE Trans. Medical Imaging 40(8): 2105-2117 (2021) - [j89]Philipp Roser
, Annette Birkhold
, Alexander Preuhs
, Christopher Syben
, Lina Felsner
, Elisabeth Hoppe
, Norbert Strobel
, Markus Kowarschik
, Rebecca Fahrig, Andreas Maier
:
X-Ray Scatter Estimation Using Deep Splines. IEEE Trans. Medical Imaging 40(9): 2272-2283 (2021) - [j88]Yixing Huang
, Alexander Preuhs
, Michael Manhart
, Guenter Lauritsch
, Andreas Maier
:
Data Extrapolation From Learned Prior Images for Truncation Correction in Computed Tomography. IEEE Trans. Medical Imaging 40(11): 3042-3053 (2021) - [c382]Merlin A. Nau
, Florian Schiffers, Yunhao Li, Bingjie Xu
, Andreas K. Maier, Jack Tumblin, Marc Walton, Aggelos K. Katsaggelos
, Florian Willomitzer, Oliver Cossairt:
Skinscan: 3D Dermatologic Diagnosis and Documentation with Commodity Devices. ACSCC 2021: 873-875 - [c381]Tristan M. Gottschalk
, Andreas Maier, Florian Kordon, Björn W. Kreher:
Learning-based Patch-wise Metal Segmentation with Consistency Check. Bildverarbeitung für die Medizin 2021: 4-9 - [c380]Katharina Breininger
, Marcus Pfister, Markus Kowarschik, Andreas Maier:
Abstract: Move Over There One-click Deformation Correction for Image Fusion during Endovascular Aortic Repair. Bildverarbeitung für die Medizin 2021: 35 - [c379]Christian Marzahl
, Marc Aubreville, Christof A. Bertram, Jason Stayt, Anne-Katherine Jasensky, Florian Bartenschlager
, Marco Fragoso, Ann K. Barton, Svenja Elsemann, Samir Jabari, Jens Krauth, Prathmesh Madhu, Jörn Voigt, Jenny Hill, Robert Klopfleisch, Andreas Maier:
Abstract: Deep Learning-based Quantification of Pulmonary Hemosiderophages in Cytology Slides. Bildverarbeitung für die Medizin 2021: 48 - [c378]Philipp Roser
, Lina Felsner, Andreas Maier, Christian Riess:
Learning the Inverse Weighted Radon Transform. Bildverarbeitung für die Medizin 2021: 49-54 - [c377]Junaid R. Rajput, Karthik Shetty, Andreas Maier, Martin Berger:
Table Motion Detection in Interventional Coronary Angiography. Bildverarbeitung für die Medizin 2021: 55-60 - [c376]Yixing Huang
, Leonid Mill, Robert Stoll, Lasse Kling, Oliver Aust, Fabian Wagner, Anika Grüneboom, Georg Schett, Silke H. Christiansen, Andreas Maier:
Semi-permeable Filters for Interior Region of Interest Dose Reduction in X-ray Microscopy. Bildverarbeitung für die Medizin 2021: 61-66 - [c375]Florian Kordon, Andreas Maier, Benedict Swartman, Maxim Privalov, Jan Siad El Barbari, Holger Kunze
:
Abstract: Contour-based Bone Axis Detection for X-ray-guided Surgery on the Knee. Bildverarbeitung für die Medizin 2021: 79 - [c374]Marcel Reimann
, Weilin Fu, Andreas Maier:
Novel Evaluation Metrics for Vascular Structure Segmentation. Bildverarbeitung für die Medizin 2021: 80-85 - [c373]Felix Denzinger, Michael Wels, Katharina Breininger
, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas Maier:
Abstract: Automatic CAD-RADS Scoring using Deep Learning. Bildverarbeitung für die Medizin 2021: 104 - [c372]Srikrishna Jaganathan, Jian Wang, Anja Borsdorf, Andreas Maier:
Learning the Update Operator for 2D/3D Image Registration. Bildverarbeitung für die Medizin 2021: 117-122 - [c371]Weilin Fu, Leonid Mill, Stephan Seitz, Tobias Geimer, Lasse Kling, Dennis Possart, Silke H. Christiansen, Andreas Maier:
Towards Mouse Bone X-ray Microscopy Scan Simulation. Bildverarbeitung für die Medizin 2021: 128-133 - [c370]Christof A. Bertram, Taryn A. Donovan, Marco Tecilla, Florian Bartenschlager
, Marco Fragoso, Frauke Wilm, Christian Marzahl
, Katharina Breininger
, Andreas Maier, Robert Klopfleisch, Marc Aubreville:
Dataset on Bi- and Multi-nucleated Tumor Cells in Canine Cutaneous Mast Cell Tumors. Bildverarbeitung für die Medizin 2021: 134-139 - [c369]Christian Marzahl
, Christof A. Bertram, Frauke Wilm, Jörn Voigt, Ann K. Barton, Robert Klopfleisch, Katharina Breininger
, Andreas Maier, Marc Aubreville:
Cell Detection for Asthma on Partially Annotated Whole Slide Images - Learning to be EXACT. Bildverarbeitung für die Medizin 2021: 147-152 - [c368]Elisabeth Hoppe, Jens Wetzl, Philipp Roser
, Lina Felsner, Alexander Preuhs, Andreas Maier:
2D Respiration Navigation Framework for 3D Continuous Cardiac Magnetic Resonance Imaging. Bildverarbeitung für die Medizin 2021: 158-163 - [c367]Celia Martín Vicario, Florian Kordon, Felix Denzinger, Markus Weiten, Sarina Thomas, Lisa Kausch, Jochen Franke, Holger Keil, Andreas Maier, Holger Kunze:
Abstract: Automatic Plane Adjustment in Surgical Cone Beam CT-volumes. Bildverarbeitung für die Medizin 2021: 170 - [c366]Sarah Wallraff, Sulaiman Vesal, Christopher Syben, Rainer Lutz
, Andreas Maier:
Age Estimation on Panoramic Dental X-ray Images using Deep Learning. Bildverarbeitung für die Medizin 2021: 186-191 - [c365]Marc Aubreville, Christof A. Bertram, Taryn A. Donovan, Christian Marzahl
, Andreas Maier, Robert Klopfleisch:
Abstract: A Completely Annotated Whole Slide Image Dataset of Canine Breast Cancer to Aid Human Breast Cancer Research. Bildverarbeitung für die Medizin 2021: 198 - [c364]Jonas Denck, Jens Guehring, Andreas Maier, Eva Rothgang:
Acquisition Parameter-conditioned Magnetic Resonance Image-to-image Translation. Bildverarbeitung für die Medizin 2021: 199-204 - [c363]Zijin Yang, Achim Schilling, Andreas Maier, Patrick Krauss:
Neural Networks with Fixed Binary Random Projections Improve Accuracy in Classifying Noisy Data. Bildverarbeitung für die Medizin 2021: 211-216 - [c362]Felix Denzinger, Michael Wels, Christian Hopfgartner, Jing Lu, Max Schöbinger, Andreas Maier, Michael Sühling:
Coronary Plaque Analysis for CT Angiography Clinical Research. Bildverarbeitung für die Medizin 2021: 223-228 - [c361]Frauke Wilm, Christof A. Bertram, Christian Marzahl
, Alexander Bartel
, Taryn A. Donovan, Charles-Antoine Assenmacher, Kathrin Becker, Mark Bennett, Sarah Corner, Brieuc Cossic, Daniela Denk
, Martina Dettwiler, Beatriz Garcia Gonzalez, Corinne Gurtner, Annabelle Heier, Annika Lehmbecker, Sophie Merz, Stephanie Plog, Anja Schmidt, Franziska Sebastian, Rebecca C. Smedley, Marco Tecilla, Tuddow Thaiwong, Katharina Breininger
, Matti Kiupel, Andreas Maier, Robert Klopfleisch
, Marc Aubreville:
Influence of Inter-Annotator Variability on Automatic Mitotic Figure Assessment. Bildverarbeitung für die Medizin 2021: 241-246 - [c360]Marc Aubreville, Christof A. Bertram, Christian Marzahl
, Corinne Gurtner, Martina Dettwiler, Anja Schmidt, Florian Bartenschlager
, Sophie Merz, Marco Fragoso, Olivia Kershaw, Robert Klopfleisch, Andreas Maier:
Abstract: Deep Learning Algorithms Out-perform Veterinary Pathologists in Detecting the Mitotically Most Active Tumor Region. Bildverarbeitung für die Medizin 2021: 260 - [c359]Lennart Husvogt, Stefan B. Ploner, Siyu Chen, Daniel Stromer, Julia Schottenhamml, A. Yasin Alibhai, Eric Moult, Nadia K. Waheed, James G. Fujimoto, Andreas Maier:
Abstract: Maximum A-posteriori Signal Recovery for OCT Angiography Image Generation. Bildverarbeitung für die Medizin 2021: 261 - [c358]Philipp Roser
, Xia Zhong, Annette Birkhold
, Alexander Preuhs, Christopher Syben, Elisabeth Hoppe, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas Maier:
Abstract: Simultaneous Estimation of X-ray Back-scatter and Forward-scatter using Multi-task Learning. Bildverarbeitung für die Medizin 2021: 262 - [c357]Dalia Rodríguez-Salas, Mathias Seuret, Sulaiman Vesal, Andreas Maier:
Ultrasound Breast Lesion Detection using Extracted Attention Maps from a Weakly Supervised Convolutional Neural Network. Bildverarbeitung für die Medizin 2021: 282-287 - [c356]Sebastian Gündel, Arnaud A. A. Setio, Sasa Grbic, Andreas Maier, Dorin Comaniciu:
Abstract: Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation. Bildverarbeitung für die Medizin 2021: 288 - [c355]Shuqing Chen, Daniel Stromer, Harb Alnasser Alabdalrahim, Stefan Schwab, Markus Weih, Andreas Maier:
Abstract: Automatic Dementia Screening and Scoring by Applying Deep Learning on Clock-drawing Tests. Bildverarbeitung für die Medizin 2021: 289 - [c354]Karthik Shetty, Annette Birkhold
, Norbert Strobel, Bernhard Egger, Srikrishna Jaganathan, Markus Kowarschik, Andreas Maier:
Deep Learning Compatible Differentiable X-ray Projections for Inverse Rendering. Bildverarbeitung für die Medizin 2021: 290-295 - [c353]Christian Marzahl
, Christof A. Bertram, Marc Aubreville, Anne Petrick, Kristina Weiler, Agnes C. Gläsel, Marco Fragoso, Sophie Merz, Florian Bartenschlager
, Judith Hoppe, Alina Langenhagen, Anne-Katherine Jasensky, Jörn Voigt, Robert Klopfleisch, Andreas Maier:
Abstract: Are Fast Labeling Methods Reliable? - A Case Study of Computer-aided Expert Annotations on Microscopy Slides. Bildverarbeitung für die Medizin 2021: 296 - [c352]Purvi Tripathi, Richard Obler, Andreas Maier, Hendrik Janssen:
A Novel Trilateral Filter for Digital Subtraction Angiography. Bildverarbeitung für die Medizin 2021: 310-315 - [c351]Mayank Patwari
, Ralf Gutjahr, Rainer Raupach, Andreas Maier:
Abstract: JBFnet - Low Dose CT-denoising by Trainable Joint Bilateral Filtering. Bildverarbeitung für die Medizin 2021: 316 - [c350]Florian Thamm, Markus Jürgens, Hendrik Ditt, Andreas Maier:
Abstract: VirtualDSA++ - Automated Segmentation, Vessel Labeling, Occlusion Detection, and Graph Search on CT Angiography Data. Bildverarbeitung für die Medizin 2021: 323 - [c349]Jennifer Maier, Marlies Nitschke
, Jang-Hwan Choi, Garry Gold, Rebecca Fahrig, Björn M. Eskofier
, Andreas Maier:
Abstract: Inertial Measurements for Motion Compensation in Weight-bearing Cone-beam CT of the Knee. Bildverarbeitung für die Medizin 2021: 336 - [c348]Florian Kordon, Andreas Maier, Holger Kunze
:
Latent Shape Constraint for Anatomical Landmark Detection on Spine Radiographs. Bildverarbeitung für die Medizin 2021: 350-355 - [c347]Jonathan Ganz, Tobias Kirsch, Lucas Hoffmann, Christof A. Bertram, Christoph Hoffmann, Andreas K. Maier, Katharina Breininger, Ingmar Blümcke, Samir Jabari, Marc Aubreville:
Automatic and explainable grading of meningiomas from histopathology images. COMPAY@MICCAI 2021: 69-80 - [c346]Christian Marzahl, Frauke Wilm, Franz F. Dressler, Lars Tharun, Sven Perner, Christof A. Bertram, Christine Kröger, Jörn Voigt, Robert Klopfleisch, Andreas K. Maier, Marc Aubreville, Katharina Breininger:
Robust Quad-Tree based Registration on Whole Slide Images. COMPAY@MICCAI 2021: 181-190 - [c345]Prashant Chaudhari, Franziska Schirrmacher, Andreas Maier, Christian Riess, Thomas Köhler:
Merging-ISP: Multi-exposure High Dynamic Range Image Signal Processing. GCPR 2021: 328-342 - [c344]Luisa Theelke
, Frauke Wilm, Christian Marzahl
, Christof A. Bertram, Robert Klopfleisch
, Andreas Maier, Marc Aubreville, Katharina Breininger
:
Iterative Cross-Scanner Registration for Whole Slide Images. ICCVW 2021: 582-590 - [c343]Alexander Mattick
, Martin Mayr
, Mathias Seuret
, Andreas Maier
, Vincent Christlein
:
SmartPatch: Improving Handwritten Word Imitation with Patch Discriminators. ICDAR (1) 2021: 268-283 - [c342]Mathias Seuret
, Anguelos Nicolaou
, Dalia Rodríguez-Salas
, Nikolaus Weichselbaumer
, Dominique Stutzmann
, Martin Mayr
, Andreas Maier
, Vincent Christlein
:
ICDAR 2021 Competition on Historical Document Classification. ICDAR (4) 2021: 618-634 - [c341]Aline Sindel, Andreas K. Maier, Vincent Christlein:
Craquelurenet: Matching The Crack Structure In Historical Paintings For Multi-Modal Image Registration. ICIP 2021: 994-998 - [c340]Merlin A. Nau
, Florian Schiffers, Yunhao Li, Bingjie Xu
, Andreas K. Maier, Jack Tumblin, Marc Walton, Aggelos K. Katsaggelos
, Florian Willomitzer, Oliver Cossairt:
Skinscan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation. ICIP 2021: 2918-2922 - [c339]Marc Wenninger, Sebastian P. Bayerl, Andreas Maier, Jochen Schmidt:
Recurrence Plot Spacial Pyramid Pooling Network for Appliance Identification in Non-Intrusive Load Monitoring. ICMLA 2021: 108-115 - [c338]Andreas Hartmann, AmirAbbas Davari, Thorsten Seehaus, Matthias H. Braun, Andreas K. Maier, Vincent Christlein:
Bayesian U-Net for Segmenting Glaciers in Sar Imagery. IGARSS 2021: 3479-3482 - [c337]Michael Holzmann, AmirAbbas Davari, Thorsten Seehaus, Matthias H. Braun, Andreas K. Maier, Vincent Christlein:
Glacier Calving Front Segmentation Using Attention U-Net. IGARSS 2021: 3483-3486 - [c336]Rosanna Dietrich-Sussner, AmirAbbas Davari, Thorsten Seehaus, Matthias H. Braun, Vincent Christlein, Andreas K. Maier, Christian Riess:
Synthetic Glacier SAR Image Generation from Arbitrary Masks Using Pix2Pix Algorithm. IGARSS 2021: 4548-4551 - [c335]Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas K. Maier:
LACOPE: Latency-Constrained Pitch Estimation for Speech Enhancement. Interspeech 2021: 656-660 - [c334]Christian Bergler, Manuel Schmitt, Andreas K. Maier, Helena Symonds, Paul Spong, Steven R. Ness
, George Tzanetakis, Elmar Nöth:
ORCA-SLANG: An Automatic Multi-Stage Semi-Supervised Deep Learning Framework for Large-Scale Killer Whale Call Type Identification. Interspeech 2021: 2396-2400 - [c333]Srikrishna Jaganathan, Jian Wang, Anja Borsdorf, Karthik Shetty, Andreas Maier:
Deep Iterative 2D/3D Registration. MICCAI (4) 2021: 383-392 - [c332]Florian Kordon
, Andreas Maier
, Benedict Swartman, Maxim Privalov, Jan Siad El Barbari, Holger Kunze
:
Automatic Path Planning for Safe Guide Pin Insertion in PCL Reconstruction Surgery. MICCAI (4) 2021: 560-570 - [c331]Florian Thamm, Oliver Taubmann, Felix Denzinger, Markus Jürgens, Hendrik Ditt, Andreas Maier:
SyNCCT: Synthetic Non-contrast Images of the Brain from Single-Energy Computed Tomography Angiography. MICCAI (7) 2021: 681-690 - [c330]Farnaz Khun Jush
, Peter Michael Dueppenbecker, Andreas Maier
:
Data-Driven Speed-of-Sound Reconstruction for Medical Ultrasound: Impacts of Training Data Format and Imperfections on Convergence. MIUA 2021: 140-150 - [c329]Oguz Kedilioglu, Markus Lieret, Julia Schottenhamml, Tobias Würfl, Andreas Blank, Andreas Maier, Jörg Franke:
RGB-D-based Human Detection and Segmentation for Mobile Robot Navigation in Industrial Environments. VISIGRAPP (4: VISAPP) 2021: 219-226 - [e8]Christoph Palm, Thomas M. Deserno, Heinz Handels, Andreas Maier
, Klaus H. Maier-Hein, Thomas Tolxdorff:
Bildverarbeitung für die Medizin 2021 - Proceedings, German Workshop on Medical Image Computing, Regensburg, March 7-9, 2021. Informatik Aktuell, Springer 2021, ISBN 978-3-658-33197-9 [contents] - [e7]Nandinee Fariah Haq
, Patricia Johnson
, Andreas Maier
, Tobias Würfl
, Jaejun Yoo
:
Machine Learning for Medical Image Reconstruction - 4th International Workshop, MLMIR 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings. Lecture Notes in Computer Science 12964, Springer 2021, ISBN 978-3-030-88551-9 [contents] - [d6]Mathias Seuret
, Anguelos Nicolau
, Dalia Rodríguez-Salas
, Nikolaus Weichselbaumer
, Dominique Stutzmann
, Martin Mayr
, Andreas Maier
, Vincent Christlein
:
ICDAR 2021 Historical Document Classification Test Dataset for Task 1 - Font Groups. Zenodo, 2021 - [d5]Mathias Seuret
, Anguelos Nicolau
, Dalia Rodríguez-Salas
, Nikolaus Weichselbaumer
, Dominique Stutzmann
, Martin Mayr
, Andreas Maier
, Vincent Christlein
:
ICDAR 2021 Historical Document Classification Test Dataset for Task 1 - Scripts. Zenodo, 2021 - [d4]Mathias Seuret
, Anguelos Nicolau
, Dalia Rodríguez-Salas
, Nikolaus Weichselbaumer
, Dominique Stutzmann
, Martin Mayr
, Andreas Maier
, Vincent Christlein
:
ICDAR 2021 Historical Document Classification Dataset for Task 2 - Dating. Zenodo, 2021 - [d3]Mathias Seuret
, Anguelos Nicolau
, Dalia Rodríguez-Salas
, Nikolaus Weichselbaumer
, Dominique Stutzmann
, Martin Mayr
, Andreas Maier
, Vincent Christlein
:
ICDAR 2021 Historical Document Classification Dataset for Task 3 - Location. Zenodo, 2021 - [i179]Christof A. Bertram, Taryn A. Donovan, Marco Tecilla, Florian Bartenschlager, Marco Fragoso, Frauke Wilm, Christian Marzahl, Katharina Breininger, Andreas Maier, Robert Klopfleisch, Marc Aubreville:
Dataset on Bi- and Multi-Nucleated Tumor Cells in Canine Cutaneous Mast Cell Tumors. CoRR abs/2101.01445 (2021) - [i178]Michael Holzmann, AmirAbbas Davari, Thorsten Seehaus, Matthias H. Braun, Andreas Maier, Vincent Christlein:
Glacier Calving Front Segmentation Using Attention U-Net. CoRR abs/2101.03247 (2021) - [i177]Andreas Hartmann, AmirAbbas Davari, Thorsten Seehaus, Matthias Braun, Andreas Maier, Vincent Christlein:
Bayesian U-Net for Segmenting Glaciers in SAR Imagery. CoRR abs/2101.03249 (2021) - [i176]Rosanna Dietrich-Sussner, AmirAbbas Davari, Thorsten Seehaus, Matthias Braun, Vincent Christlein, Andreas Maier, Christian Riess:
Synthetic Glacier SAR Image Generation from Arbitrary Masks Using Pix2Pix Algorithm. CoRR abs/2101.03252 (2021) - [i175]Felix Denzinger, Michael Wels, Christian Hopfgartner, Jing Lu, Max Schöbinger, Andreas Maier, Michael Sühling:
Coronary Plaque Analysis for CT Angiography Clinical Research. CoRR abs/2101.03799 (2021) - [i174]Christian Marzahl, Christof A. Bertram, Frauke Wilm, Jörn Voigt, Ann K. Barton, Robert Klopfleisch, Katharina Breininger, Andreas Maier, Marc Aubreville:
Learning to be EXACT, Cell Detection for Asthma on Partially Annotated Whole Slide Images. CoRR abs/2101.04943 (2021) - [i173]Tristan M. Gottschalk, Andreas Maier, Florian Kordon, Björn W. Kreher:
Learning-Based Patch-Wise Metal Segmentation with Consistency Check. CoRR abs/2101.10914 (2021) - [i172]Merlin A. Nau, Florian Schiffers, Yunhao Li, Bingjie Xu, Andreas Maier, Jack Tumblin, Marc Walton, Aggelos K. Katsaggelos, Florian Willomitzer, Oliver Cossairt:
SkinScan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation. CoRR abs/2102.00508 (2021) - [i171]Srikrishna Jaganathan, Jian Wang, Anja Borsdorf, Andreas Maier:
Learning the Update Operator for 2D/3D Image Registration. CoRR abs/2102.02861 (2021) - [i170]Karthik Shetty, Annette Birkhold, Norbert Strobel, Bernhard Egger, Srikrishna Jaganathan, Markus Kowarschik, Andreas Maier:
Deep Learning compatible Differentiable X-ray Projections for Inverse Rendering. CoRR abs/2102.02912 (2021) - [i169]AmirAbbas Davari, Saahil Islam, Thorsten Seehaus, Matthias H. Braun, Andreas Maier, Vincent Christlein:
On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery. CoRR abs/2102.08312 (2021) - [i168]Jonas Denck, Jens Guehring, Andreas Maier, Eva Rothgang:
Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks. CoRR abs/2102.09386 (2021) - [i167]Jennifer Maier, Marlies Nitschke, Jang-Hwan Choi, Garry Gold, Rebecca Fahrig, Björn M. Eskofier, Andreas Maier:
Rigid and non-rigid motion compensation in weight-bearing cone-beam CT of the knee using (noisy) inertial measurements. CoRR abs/2102.12418 (2021) - [i166]AmirAbbas Davari, Christoph Baller, Thorsten Seehaus, Matthias H. Braun, Andreas Maier, Vincent Christlein:
Pixel-wise Distance Regression for Glacier Calving Front Detection and Segmentation. CoRR abs/2103.05715 (2021) - [i165]Sulaiman Vesal, Mingxuan Gu, Ronak Kosti, Andreas Maier, Nishant Ravikumar:
Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation. CoRR abs/2103.08219 (2021) - [i164]Kai Packhäuser, Sebastian Gündel, Nicolas Münster, Christopher Syben, Vincent Christlein, Andreas Maier:
Is Medical Chest X-ray Data Anonymous? CoRR abs/2103.08562 (2021) - [i163]Marc Aubreville, Christof Bertram, Mitko Veta, Robert Klopfleisch, Nikolas Stathonikos, Katharina Breininger, Natalie D. ter Hoeve, Francesco Ciompi, Andreas Maier:
Quantifying the Scanner-Induced Domain Gap in Mitosis Detection. CoRR abs/2103.16515 (2021) - [i162]Jonas Denck, Jens Guehring, Andreas Maier, Eva Rothgang:
MR-Contrast-Aware Image-to-Image Translations with Generative Adversarial Networks. CoRR abs/2104.01449 (2021) - [i161]Sebastian Gündel, Arnaud A. A. Setio, Florin C. Ghesu, Sasa Grbic, Bogdan Georgescu, Andreas Maier, Dorin Comaniciu:
Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment. CoRR abs/2104.05261 (2021) - [i160]Fasil Gadjimuradov, Thomas Benkert, Marcel Dominik Nickel, Andreas Maier:
Robust partial Fourier reconstruction for diffusion-weighted imaging using a recurrent convolutional neural network. CoRR abs/2105.09378 (2021) - [i159]Alexander Mattick, Martin Mayr, Mathias Seuret, Andreas Maier, Vincent Christlein:
SmartPatch: Improving Handwritten Word Imitation with Patch Discriminators. CoRR abs/2105.10528 (2021) - [i158]Nadine Rücker, Andreas K. Maier:
FlexParser - the adaptive log file parser for continuous results in a changing world. CoRR abs/2106.03170 (2021) - [i157]Jonathan Ganz, Tobias Kirsch, Lucas Hoffmann, Christof A. Bertram, Christoph Hoffmann, Andreas Maier, Katharina Breininger, Ingmar Blümcke, Samir Jabari, Marc Aubreville:
Automatic and explainable grading of meningiomas from histopathology images. CoRR abs/2107.08850 (2021) - [i156]Srikrishna Jaganathan, Jian Wang, Anja Borsdorf, Karthik Shetty, Andreas K. Maier:
Deep Iterative 2D/3D Registration. CoRR abs/2107.10004 (2021) - [i155]Andreas Maier, Harald Köstler, Marco Heisig, Patrick Krauss, Seung Hee Yang:
Known Operator Learning and Hybrid Machine Learning in Medical Imaging - A Review of the Past, the Present, and the Future. CoRR abs/2108.04543 (2021) - [i154]Christian Marzahl, Jenny Hill, Jason Stayt, Dorothee Bienzle, Lutz Welker, Frauke Wilm, Jörn Voigt, Marc Aubreville, Andreas K. Maier, Robert Klopfleisch, Katharina Breininger, Christof A. Bertram:
Inter-Species Cell Detection: Datasets on pulmonary hemosiderophages in equine, human and feline specimens. CoRR abs/2108.08529 (2021) - [i153]Mathis Hoffmann, Johannes Hepp, Bernd Doll, Claudia Buerhop-Lutz, Ian Marius Peters, Christoph Brabec, Andreas Maier, Vincent Christlein:
Module-Power Prediction from PL Measurements using Deep Learning. CoRR abs/2108.13640 (2021) - [i152]Fuxin Fan, Björn W. Kreher, Holger Keil, Andreas Maier, Yixing Huang:
Fiducial marker recovery and detection from severely truncated data in navigation assisted spine surgery. CoRR abs/2108.13844 (2021) - [i151]Seung Su Yoon, Elisabeth Preuhs, Michaela Schmidt, Christoph Forman, Teodora Chitiboi, Puneet Sharma, Juliano Lara Fernandes, Christoph Tillmanns, Jens Wetzl, Andreas Maier:
Automated Cardiac Resting Phase Detection Targeted on the Right Coronary Artery. CoRR abs/2109.02342 (2021) - [i150]Celia Martín Vicario, Florian Kordon, Felix Denzinger, Jan Siad El Barbari, Maxim Privalov, Jochen Franke, Sarina Thomas, Lisa Kausch, Andreas K. Maier, Holger Kunze:
Automatic Plane Adjustment of Orthopedic Intra-operative Flat Panel Detector CT-Volumes. CoRR abs/2109.10731 (2021) - [i149]Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz, Andreas K. Maier:
DeepFilterNet: A Low Complexity Speech Enhancement Framework for Full-Band Audio based on Deep Filtering. CoRR abs/2110.05588 (2021) - [i148]Sonja Kunzmann, Christian Marzahl, Felix Denzinger, Christof A. Bertram, Robert Klopfleisch, Katharina Breininger, Vincent Christlein, Andreas K. Maier:
First steps on Gamification of Lung Fluid Cells Annotations in the Flower Domain. CoRR abs/2111.03663 (2021) - [i147]Florian Thamm, Oliver Taubmann, Markus Jürgens, Hendrik Ditt, Andreas K. Maier:
Detection of Large Vessel Occlusions using Deep Learning by Deforming Vessel Tree Segmentations. CoRR abs/2112.01797 (2021) - [i146]Lukas Folle, Katharian Tkotz, Fasil Gadjimuradov, Lorenz A. Kapsner, Moritz Fabian, Sebastian Bickelhaupt, David Simon, Arnd Kleyer, Gerhard Krönke, Moritz Zaiß, Armin M. Nagel, Andreas K. Maier:
Towards Super-Resolution CEST MRI for Visualization of Small Structures. CoRR abs/2112.01905 (2021) - [i145]Satyaki Chatterjee, Siming Bayer, Andreas K. Maier:
Prediction of Household-level Heat-Consumption using PSO enhanced SVR Model. CoRR abs/2112.01908 (2021) - [i144]Tristan M. Gottschalk, Andreas K. Maier, Florian Kordon, Björn W. Kreher:
View-Consistent Metal Segmentation in the Projection Domain for Metal Artifact Reduction in CBCT - An Investigation of Potential Improvement. CoRR abs/2112.02101 (2021) - [i143]Lukas Bommes, Mathis Hoffmann, Claudia Buerhop-Lutz, Tobias Pickel, Jens Hauch, Christoph Brabec, Andreas K. Maier, Ian Marius Peters:
Anomaly Detection in IR Images of PV Modules using Supervised Contrastive Learning. CoRR abs/2112.02922 (2021) - [i142]Andreas K. Maier, Seung Hee Yang, Farhad Maleki, Nikesh Muthukrishnan, Reza Forghani:
Does Proprietary Software Still Offer Protection of Intellectual Property in the Age of Machine Learning? - A Case Study using Dual Energy CT Data. CoRR abs/2112.03678 (2021) - [i141]Yixing Huang, Christoph Bert, Philipp Sommer, Benjamin Frey, Udo Gaipl, Luitpold V. Distel, Thomas Weissmann, Michael Uder, Manuel A. Schmidt, Arnd Dörfler, Andreas K. Maier, Rainer Fietkau, Florian Putz:
Deep learning for brain metastasis detection and segmentation in longitudinal MRI data. CoRR abs/2112.11833 (2021) - 2020
- [j87]Mareike Thies
, Jan-Nico Zäch, Cong Gao, Russell H. Taylor
, Nassir Navab, Andreas Maier, Mathias Unberath
:
A learning-based method for online adjustment of C-arm Cone-beam CT source trajectories for artifact avoidance. Int. J. Comput. Assist. Radiol. Surg. 15(11): 1787-1796 (2020) - [j86]Patrick Krauss
, Andreas Maier:
Will We Ever Have Conscious Machines? Frontiers Comput. Neurosci. 14: 556544 (2020) - [j85]Rodrigo Bazo, Eduardo Souza dos Reis, Lucas Adams Seewald, Vinicius Facco Rodrigues
, Cristiano André da Costa
, Luiz Gonzaga Jr.
, Rodolfo Stoffel Antunes
, Rodrigo da Rosa Righi, Andreas Maier, Björn M. Eskofier
, Rebecca Fahrig, Tim Horz:
Baptizo: A sensor fusion based model for tracking the identity of human poses. Inf. Fusion 62: 1-13 (2020) - [j84]Sulaiman Vesal
, Andreas Maier, Nishant Ravikumar
:
Fully Automated 3D Cardiac MRI Localisation and Segmentation Using Deep Neural Networks. J. Imaging 6(7): 65 (2020) - [j83]Thomas Köhler
, Michel Bätz
, Farzad Naderi
, André Kaup
, Andreas Maier
, Christian Riess
:
Toward Bridging the Simulated-to-Real Gap: Benchmarking Super-Resolution on Real Data. IEEE Trans. Pattern Anal. Mach. Intell. 42(11): 2944-2959 (2020) - [j82]Dalia Rodríguez-Salas
, Nina Mürschberger, Nishant Ravikumar
, Mathias Seuret, Andreas Maier:
Mapping Ensembles of Trees to Sparse, Interpretable Multilayer Perceptron Networks. SN Comput. Sci. 1(5): 252 (2020) - [j81]Lina Felsner
, Sebastian Kaeppler, Andreas K. Maier
, Christian Riess
:
Truncation Correction for X-ray Phase-Contrast Region-of-Interest Tomography. IEEE Trans. Computational Imaging 6: 625-639 (2020) - [j80]Moritz Venator
, Erich Bruns, Andreas Maier
:
Robust Camera Pose Estimation for Unordered Road Scene Images in Varying Viewing Conditions. IEEE Trans. Intell. Veh. 5(1): 165-174 (2020) - [j79]Roman Schaffert
, Jian Wang, Peter Fischer, Andreas Maier
, Anja Borsdorf:
Robust Multi-View 2-D/3-D Registration Using Point-To-Plane Correspondence Model. IEEE Trans. Medical Imaging 39(1): 161-174 (2020) - [j78]Yiming Xiao
, Andreas Maier, Wolfgang Wein
, Roozbeh Shams, Samuel Kadoury, David Drobny
, Marc Modat
, Ingerid Reinertsen
, Hassan Rivaz
, Matthieu Chabanas
, Maryse Fortin
, Inês Machado
, Yangming Ou
, Mattias P. Heinrich
, Julia A. Schnabel
, Xia Zhong
:
Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge. IEEE Trans. Medical Imaging 39(3): 777-786 (2020) - [j77]Bernhard Stimpel
, Christopher Syben, Franziska Schirrmacher
, Philip Hoelter
, Arnd Dörfler, Andreas K. Maier
:
Multi-Modal Deep Guided Filtering for Comprehensible Medical Image Processing. IEEE Trans. Medical Imaging 39(5): 1703-1711 (2020) - [j76]Roman Schaffert
, Jian Wang
, Peter Fischer
, Anja Borsdorf, Andreas K. Maier
:
Learning an Attention Model for Robust 2-D/3-D Registration Using Point-To-Plane Correspondences. IEEE Trans. Medical Imaging 39(10): 3159-3174 (2020) - [j75]Christopher Syben
, Bernhard Stimpel
, Philipp Roser
, Arnd Dörfler, Andreas K. Maier
:
Known Operator Learning Enables Constrained Projection Geometry Conversion: Parallel to Cone-Beam for Hybrid MR/X-Ray Imaging. IEEE Trans. Medical Imaging 39(11): 3488-3498 (2020) - [j74]Alexander Preuhs
, Michael Manhart
, Philipp Roser
, Elisabeth Hoppe
, Yixing Huang
, Marios Psychogios, Markus Kowarschik
, Andreas K. Maier
:
Appearance Learning for Image-Based Motion Estimation in Tomography. IEEE Trans. Medical Imaging 39(11): 3667-3678 (2020) - [c328]Marc Aubreville, Christof A. Bertram, Samir Jabari, Christian Marzahl
, Robert Klopfleisch, Andreas K. Maier:
Inter-Species, Inter-Tissue Domain Adaptation for Mitotic Figure Assessment. Bildverarbeitung für die Medizin 2020: 1-7 - [c327]Christian Marzahl
, Marc Aubreville, Christof A. Bertram, Stefan Gerlach, Jennifer Maier, Jörn Voigt, Jenny Hill, Robert Klopfleisch, Andreas K. Maier:
Is Crowd-Algorithm Collaboration an Advanced Alternative to Crowd-Sourcing on Cytology Slides? Bildverarbeitung für die Medizin 2020: 26-31 - [c326]Weilin Fu, Katharina Breininger
, Zhaoya Pan, Andreas K. Maier:
Degenerating U-Net on Retinal Vessel Segmentation. Bildverarbeitung für die Medizin 2020: 33-38 - [c325]