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Publication search results
found 3,697 matches
- 2024
- Silvia Dias Almeida, Carsten T. Lüth, Tobias Norajitra, Tassilo Wald, Marco Nolden, Paul F. Jäger, Claus Peter Heussel, Jürgen Biederer, Oliver Weinheimer, Klaus H. Maier-Hein:
Abstract: Reformulating COPD Classification on Chest CT Scans as Anomaly Detection using Contrastive Representations - cOOpD. Bildverarbeitung für die Medizin 2024: 115 - Jonas Ammeling, Moritz Hecker, Jonathan Ganz, Taryn A. Donovan, Robert Klopfleisch, Christof A. Bertram, Katharina Breininger, Marc Aubreville:
Automated Mitotic Index Calculation via Deep Learning and Immunohistochemistry. Bildverarbeitung für die Medizin 2024: 123-128 - Marc Aubreville, Zhaoya Pan, Matti Sievert, Jonas Ammeling, Jonathan Ganz, Nicolai Oetter, Florian Stelzle, Ann-Kathrin Frenken, Katharina Breininger, Miguel Goncalves:
Few Shot Learning for the Classification of Confocal Laser Endomicroscopy Images of Head and Neck Tumors. Bildverarbeitung für die Medizin 2024: 143-148 - Marc Aubreville, Frauke Wilm, Nikolas Stathonikos, Katharina Breininger, Taryn A. Donovan, Samir Jabari, Robert Klopfleisch, Mitko Veta, Jonathan Ganz, Jonas Ammeling, Paul J. van Diest, Christof A. Bertram:
Abstract: Comprehensive Multi-domain Dataset for Mitotic Figure Detection. Bildverarbeitung für die Medizin 2024: 136 - 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 - Sophia Bano:
Keynote: Recent Advances in Surgical AI for Next Generation Interventions. Bildverarbeitung für die Medizin 2024: 1 - Francesca De Benetti, Smaranda Bogoi, Nassir Navab, Thomas Wendler:
Preprocessing Evaluation and Benchmark for Multi-structure Segmentation of the Male Pelvis in MRI on the Gold Atlas Dataset. Bildverarbeitung für die Medizin 2024: 273-278 - 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 - Jonas R. Bohn, Christian M. Heidt, Silvia Dias Almeida, Lisa Kausch, Michael Götz, Marco Nolden, Petros Christopoulos, Stephan Rheinheimer, Alan A. Peters, Oyunbileg von Stackelberg, Hans-Ulrich Kauczor, Klaus H. Maier-Hein, Claus Peter Heußel, Tobias Norajitra:
Abstract: Radiomics Processing Toolkit - Role of Feature Computation on Prediction Performance. Bildverarbeitung für die Medizin 2024: 129 - Dimitrios Bounias, Michael Baumgartner, Peter Neher, Balint Kovacs, Ralf Floca, Paul F. Jaeger, Lorenz A. Kapsner, Jessica Eberle, Dominique Hadler, Frederik B. Laun, Sabine Ohlmeyer, Klaus H. Maier-Hein, Sebastian Bickelhaupt:
Abstract: Object Detection for Breast Diffusion-weighted Imaging. Bildverarbeitung für die Medizin 2024: 334 - 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 - Gianluca Brugnara, Michael Baumgartner, Edwin D. Scholze, Katerina Deike-Hofmann, Klaus Kades, Jonas Scherer, Stefan Denner, Hagen Meredig, Aditya Rastogi, Mustafa A. Mahmutoglu, Christian Ulfert, Ulf Neuberger, Silvia Schönenberger, Kai Schlamp, Zeynep Bendella, Thomas Pinetz, Carsten Schmeel, Wolfgang Wick, Peter A. Ringleb, Ralf Floca, Markus Möhlenbruch, Alexander Radbruch, Martin Bendszus, Klaus H. Maier-Hein, Philipp Vollmuth:
Abstract: Deep Learning-based Detection of Vessel Occlusions on CT-Angiography in Patients with Suspected Acute Ischemic Stroke. Bildverarbeitung für die Medizin 2024: 9 - Till J. Bungert, Levin Kobelke, Paul F. Jaeger:
Abstract: Understanding Silent Failures in Medical Image Classification. Bildverarbeitung für die Medizin 2024: 100 - Silke H. Christiansen:
Keynote: 4-D+ nanoSCOPE Project. Bildverarbeitung für die Medizin 2024: 2 - Salman Ul Hassan Dar, Isabelle Ayx, Marie Kapusta, Theano Papavassiliu, Stefan O. Schönberg, Sandy Engelhardt:
Effect of Training Epoch Number on Patient Data Memorization in Unconditional Latent Diffusion Models. Bildverarbeitung für die Medizin 2024: 88-93 - 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 - Dominik Eckert, Magdalena Herbst, Julia Wicklein, Christopher Syben, Ludwig Ritschl, Steffen Kappler, Sebastian Stober:
Guidance to Noise Simulation in X-ray Imaging. Bildverarbeitung für die Medizin 2024: 184-189 - Jan Ehrhardt, Hristina Uzunova, Paul Kaftan, Julia Krüger, Roland Opfer, Heinz Handels:
Abstract: Focused Unsupervised Image Registration for Structure-specific Population Analysis. Bildverarbeitung für die Medizin 2024: 52 - Thomas Eixelberger, Qi Fang, Bisan A. Zohud, Ralf Hackner, Rene Jackstadt, Michael Stürzl, Elisabeth Naschberger, Thomas Wittenberg:
Automated Lesion Detection in Endoscopic Imagery for Small Animal Models. Bildverarbeitung für die Medizin 2024: 190-195 - 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 - Fenja Falta, Christoph Großbröhmer, Alessa Hering, Alexander Bigalke, Mattias P. Heinrich:
Abstract: Combined 3D Dataset for CT- and Point Cloud-based Intra-patient Lung Registration Lung250M-4B. Bildverarbeitung für die Medizin 2024: 53 - Fenja Falta, Mattias P. Heinrich, Marian Himstedt:
Addressing the Bias of the Dice Coefficient - Semantic Segmentation of Peripheral Airways in Lung CT. Bildverarbeitung für die Medizin 2024: 232-236 - 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 - Maximilian Fischer, Peter Neher, Peter Schüffler, Shuhan Xiao, Silvia Dias Almeida, Constantin Ulrich, Alexander Muckenhuber, Rickmer Braren, Michael Götz, Jens Kleesiek, Marco Nolden, Klaus H. Maier-Hein:
Abstract: Enhanced Diagnostic Fidelity in Pathology Whole Slide Image Compression via Deep Learning. Bildverarbeitung für die Medizin 2024: 158 - Florian Fürnrohr, Jens Wetzl, Marc Vornehm, Daniel Giese, Florian Knoll:
Data Consistent Variational Networks for Zero-shot Self-supervised MR Reconstruction. Bildverarbeitung für die Medizin 2024: 316-321 - Luisa Gallée, Meinrad Beer, Michael Götz:
Abstract: Interpretable Medical Image Classification Using Prototype Learning and Privileged Information. Bildverarbeitung für die Medizin 2024: 25 - Jonathan Ganz, Chloé Puget, Jonas Ammeling, Eda Parlak, Matti Kiupel, Christof A. Bertram, Katharina Breininger, Robert Klopfleisch, Marc Aubreville:
Assessment of Scanner Domain Shifts in Deep Multiple Instance Learning. Bildverarbeitung für die Medizin 2024: 137-142 - Kai Geißler, Markus Wenzel, Susanne Diekmann, Heinrich von Busch, Robert Grimm, Hans Meine:
Application of Active Learning-based on Uncertainty Quantification to Breast Segmentation in MRI. Bildverarbeitung für die Medizin 2024: 178-183 - Max Gutbrod, Benedikt Geisler, David Rauber, Christoph Palm:
Data Augmentation for Images of Chronic Foot Wounds. Bildverarbeitung für die Medizin 2024: 261-266 - Patrick T. Haft, Wenqi Huang, Gastão Cruz, Daniel Rueckert, Veronika A. Zimmer, Kerstin Hammernik:
Neural Implicit k-space with Trainable Periodic Activation Functions for Cardiac MR Imaging. Bildverarbeitung für die Medizin 2024: 82-87
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