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ORCIDAndreas 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
![[0000-0002-9721-1423]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-9721-1423")
(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
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2020 – today
- 2022
[j122]Vinicius Facco Rodrigues, Rodolfo Stoffel Antunes, Lucas Adams Seewald, Rodrigo Bazo, Eduardo Souza dos Reis, Uélison Jean L. dos Santos, Rodrigo da Rosa Righi, Luiz Gonzaga da Silveira Junior, 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)- [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) - [c416]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 - [c415]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 - [c414]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 - [c413]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 - [c412]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 - [c411]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 - [c410]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 - [c409]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 - [c408]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 - [c407]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 - [c406]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 - [c405]Lukas Folle, Katharian Tkotz, Fasil Gadjimuradov, Lorenz A. Kapsner, Moritz Fabian, Sebastian Bickelhaupt, David Simon, Arnd Kleyer, Gerhard Krönke, Moritz Zaiß, Armin Nagel, Andreas K. Maier:
Towards Super-resolution CEST MRI for Visualization of Small Structures. Bildverarbeitung für die Medizin 2022: 210-215 - [c404]Haobo Song, Chang Liu, Lukas Folle, Andreas K. Maier:
Multi-organ Segmentation with Partially Annotated Datasets. Bildverarbeitung für die Medizin 2022: 216-221 - [c403]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 - [c402]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 - [c401]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 - [c400]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 - [c399]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 - [c398]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 - [c397]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 - [c396]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 - [c395]Alexander Mattick, Martin Mayr, Andreas Maier, Vincent Christlein:
Is Multitask Learning Always Better? DAS 2022: 674-687 - [c394]Sajjad Tamimi, Florian Stock, Andreas K. Maier, Arthur Bernhardt, Ilia Petrov:
An Evaluation of Using CCIX for Cache-Coherent Host-FPGA Interfacing. FCCM 2022: 1-9 - [c393]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 - [c392]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 - [c391]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 - [c390]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 - [c389]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 - [c388]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 - [c387]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 - [c386]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 - [c385]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 - [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 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] - [i217]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) - [i216]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) - [i215]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) - [i214]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) - [i213]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) - [i212]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) - [i211]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) - [i210]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) - [i209]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) - [i208]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) - [i207]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) - [i206]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) - [i205]Yixing Huang, Andreas K. Maier, Rainer Fietkau, Christoph Bert, Florian Putz:
Learning Perspective Deformation in X-Ray Transmission Imaging. CoRR abs/2202.06366 (2022) - [i204]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) - [i203]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) - [i202]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) - [i201]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) - [i200]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) - [i199]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) - [i198]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) - [i197]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) - [i196]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) - [i195]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) - [i194]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) - [i193]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) - [i192]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) - [i191]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) - [i190]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) - [i189]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) - [i188]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) - [i187]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) - [i186]Kubilay Can Demir, Matthias 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) - [i185]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) - [i184]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) - [i183]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) - [i182]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) - [i181]Aline Sindel, Andreas K. Maier, Vincent Christlein:
A Multi-modal Registration and Visualization Software Tool for Artworks using CraquelureNet. CoRR abs/2208.08836 (2022) - [i180]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) - 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.