Table of Contents

• Inter-Species, Inter-Tissue Domain Adaptation for Mitotic Figure AssessmentMarc Aubreville, Christof A. Bertram, Samir Jabari, Christian Marzahl, Robert Klopfleisch, Andreas K. Maier. 1-7 [doi]
• Deep Segmentation of Bacteria at Different Stages of the Life CycleRoman Spilger, Tobias Schwackenhofer, Charlotte Kaspar, Ilka B. Bischofs, Karl Rohr. 8-13 [doi]
• Retrospective Color Shading Correction for Endoscopic ImagesMaximilian Weiherer, Martin Zorn, Thomas Wittenberg, Christoph Palm. 14-19 [doi]
• Neural Network for Analyzing Prostate Cancer Tissue MicroarraysMarkus Bauer, Sebastian Zürner, Georg Popp, Glen Kristiansen, Ulf-Dietrich Braumann. 20-25 [doi]
• Is Crowd-Algorithm Collaboration an Advanced Alternative to Crowd-Sourcing on Cytology Slides?Christian Marzahl, Marc Aubreville, Christof A. Bertram, Stefan Gerlach, Jennifer Maier, Jörn Voigt, Jenny Hill, Robert Klopfleisch, Andreas K. Maier. 26-31 [doi]
• Abstract: Defence of Mathematical Models for Deep Learning based RegistrationLasse Hansen, Maximilian Blendowski, Mattias P. Heinrich. 32 [doi]
• Degenerating U-Net on Retinal Vessel SegmentationWeilin Fu, Katharina Breininger, Zhaoya Pan, Andreas K. Maier. 33-38 [doi]
• COPD Classification in CT Images Using a 3D Convolutional Neural NetworkJalil Ahmed, Sulaiman Vesal, Felix Durlak, Rainer Kärgel, Nishant Ravikumar, Martine Rémy-Jardin, Andreas K. Maier. 39-45 [doi]
• Automatische Detektion von Zwischenorgan-3D-Barrieren in abdominalen CT-DatenOliver Mietzner, André Mastmeyer. 46-51 [doi]
• Abstract: Automatic Detection of Cervical Spine Ligaments Origin and Insertion PointsIbraheem Al-Dhamari, Sabine Bauer 0001, Eva Keller, Dietrich Paulus. 52 [doi]
• Abstract: Recognition of AML Blast Cells in a Curated Single-Cell Dataset of Leukocyte Morphologies Using Deep Convolutional Neural NetworksChristian Matek, Simone Schwarz, Karsten Spiekermann, Carsten Marr. 53-54 [doi]
• Fully Automated Segmentation of the Psoas Major Muscle in Clinical CT ScansMarcin Kopaczka, Richard Lindenpütz, Daniel Truhn, Maximilian Schulze-Hagen, Dorit Merhof. 55-60 [doi]
• Automated Segmentation of the Locus Coeruleus from Neuromelanin-Sensitive 3T MRI Using Deep Convolutional Neural NetworksMax Dünnwald, Matthew J. Betts, Alessandro Sciarra, Emrah Düzel, Steffen Oeltze-Jafra. 61-66 [doi]
• Multi-Channel Volumetric Neural Network for Knee Cartilage Segmentation in Cone-Beam CTJennifer Maier, Luis Carlos Rivera Monroy, Christopher Syben, Yejin Jeon, Jang Hwan Choi, Mary Elizabeth Hall, Marc Levenston, Garry Gold, Rebecca Fahrig, Andreas K. Maier. 67-72 [doi]
• Abstract: WeLineationMalte Jauer, Saksham Goel, Yash Sharma, Thomas M. Deserno. 73 [doi]
• Abstract: Fully Automated Deep Learning Pipeline for Adipose Tissue Segmentation on Abdominal Dixon MRISantiago Estrada, Ran Lu, Sailesh Conjeti, Ximena Orozco, Joana Panos, Monique M. B. Breteler, Martin Reuter 0001. 74 [doi]
• Semantic Lung Segmentation Using Convolutional Neural NetworksChing-Sheng Chang, Jin-Fa Lin, Ming-Ching Lee, Christoph Palm. 75-80 [doi]
• Abstract: MITK-ModelFitIna Kompan, Charlotte Debus, Michael Ingrisch, Klaus H. Maier-Hein, Amir Abdollahi, Marco Nolden, Ralf Floca. 81 [doi]
• Compressed Sensing for Optical Coherence Tomography Angiography Volume GenerationLennart Husvogt, Stefan B. Ploner, Daniel Stromer, Julia Schottenhamml, Eric Moult, James G. Fujimoto, Andreas K. Maier. 82-87 [doi]
• Reproduzierbare Kalibrierung von elektromagnetischen FeldverzerrungenFlorian Hennig, Florian Pfiz, Diana Mîndroc-Filimon, Lena Maier-Hein, Bünyamin Pekdemir, Alexander Seitel, Alfred Michael Franz. 88-93 [doi]
• Deep Learning-Based Denoising of Mammographic Images Using Physics-Driven Data AugmentationDominik Eckert, Sulaiman Vesal, Ludwig Ritschl, Steffen Kappler, Andreas K. Maier. 94-100 [doi]
• Video Anomaly Detection in Post-Procedural Use of Laparoscopic VideosWolfgang Reiter. 101-106 [doi]
• Entropy-Based SVM Classifier for Automatic Detection of Motion Artifacts in Clinical MRIChandrakanth Jayachandran Preetha, Hendrik Mattern, Medha Juneja, Johannes Vogt, Oliver Speck, Thomas Hartkens. 107-112 [doi]
• Tenfold your PhotonsPhilipp Roser, Annette Birkhold, Alexander Preuhs, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier. 113-118 [doi]
• CT-Based Non-Destructive Quantification of 3D-Printed Hydrogel ImplantsJule Steinert, Thomas Wittenberg, Vera Bednarzig, Rainer Detsch, Joelle Claussen, Stefan Gerth. 119-124 [doi]
• Fully-Automatic CT Data Preparation for Interventional X-Ray Skin Dose SimulationPhilipp Roser, Annette Birkhold, Alexander Preuhs, Bernhard Stimpel, Christopher Syben, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier. 125-130 [doi]
• Prediction of MRI Hardware Failures based on Image Features Using Time Series ClassificationNadine Kuhnert, Lea Pflüger, Andreas K. Maier. 131-136 [doi]
• Prediction of MRI Hardware Failures Based on Image Features Using Ensemble LearningNadine Kuhnert, Lea Pflüger, Andreas K. Maier. 137-142 [doi]
• Abstract: Estimation of the Principal Ischaemic Stroke Growth Directions for Predicting Tissue OutcomesChristian Lucas, Linda F. Aulmann, André Kemmling, Amir Madany Mamlouk, Mattias P. Heinrich. 143 [doi]
• Assistive Diagnosis in Opthalmology Using Deep Learning-Based Image RetrievalAzeem Bootwala, Katharina Breininger, Andreas K. Maier, Vincent Christlein. 144-149 [doi]
• Multitask-Learning for the Extraction of Avascular Necrosis of the Femoral Head in MRIDuc Duy Pham, Gurbandurdy Dovletov, Sebastian Serong, Stefan Landgräber, Marcus Jäger, Josef Pauli. 150-155 [doi]
• Investigation of Feature-Based Nonrigid Image Registration Using Gaussian ProcessSiming Bayer, Ute Spiske, Jie Luo, Tobias Geimer, William M. Wells III, Martin Ostermeier, Rebecca Fahrig, Arya Nabavi, Christoph Bert, Ilker Eyüpoglo, Andreas K. Maier. 156-162 [doi]
• Intensity-Based 2D-3D Registration Using Normalized Gradient FieldsAnnkristin Lange, Stefan Heldmann. 163-168 [doi]
• Deep Autofocus with Cone-Beam CT Consistency ConstraintAlexander Preuhs, Michael Manhart, Philipp Roser, Bernhard Stimpel, Christopher Syben, Marios Psychogios, Markus Kowarschik, Andreas K. Maier. 169-174 [doi]
• Abstract: mlVIRNETAlessa Hering, Stefan Heldmann. 175 [doi]
• Font AugmentationFlorian Kordon, Andreas K. Maier, Benedict Swartman, Holger Kunze. 176-182 [doi]
• Abstract: Segmentation of Retinal Low-Cost Optical Coherence Tomography Images Using Deep LearningTimo Kepp, Helge Sudkamp, Claus von der Burchard, Hendrik Schenke, Peter Koch 0007, Gereon Hüttmann, Johann Roider, Mattias P. Heinrich, Heinz Handels. 183 [doi]
• Abstract: RinQ FingerprintingElisabeth Hoppe, Florian Thamm, Gregor Körzdörfer, Christopher Syben, Franziska Schirrmacher, Mathias Nittka, Josef Pfeuffer, Heiko Meyer, Andreas K. Maier. 184 [doi]
• Abstract: Learning to Avoid Poor ImagesJan-Nico Zaech, Cong Gao 0003, Bastian Bier, Russell H. Taylor, Andreas K. Maier, Nassir Navab, Mathias Unberath. 185 [doi]
• Field of View Extension in Computed Tomography Using Deep Learning PriorYixing Huang, Lei Gao, Alexander Preuhs, Andreas K. Maier. 186-191 [doi]
• Abstract: Self-Supervised 3D Context Feature Learning on Unlabeled Volume DataMaximilian Blendowski, Mattias P. Heinrich. 192 [doi]
• Deep Learning Algorithms for Coronary Artery Plaque Characterisation from CCTA ScansFelix Denzinger, Michael Wels, Katharina Breininger, Anika Reidelshöfer, Joachim Eckert, Michael Sühling, Axel Schmermund, Andreas K. Maier. 193-198 [doi]
• Abstract: Unsupervised Anomaly Localization Using Variational Auto-EncodersDavid Zimmerer, Fabian Isensee, Jens Petersen, Simon Kohl, Klaus H. Maier-Hein. 199 [doi]
• Abstract: Coronary Artery Plaque Characterization from CCTA Scans Using DL and RadiomicsFelix Denzinger, Michael Wels, Katharina Breininger, Anika Reidelshöfer, Joachim Eckert, Michael Sühling, Axel Schmermund, Andreas K. Maier. 200 [doi]
• Quantitative Comparison of Generative Shape Models for Medical ImagesHristina Uzunova, Paul Kaftan, Matthias Wilms, Nils D. Forkert, Heinz Handels, Jan Ehrhardt. 201-207 [doi]
• Abstract: FastSurferLeonie Henschel, Sailesh Conjeti, Santiago Estrada, Kersten Diers, Bruce Fischl, Martin Reuter 0001. 208 [doi]
• VICTORIABenjamin Behrendt, Samuel Voß, Oliver Beuing, Bernhard Preim, Philipp Berg, Sylvia Saalfeld. 209-214 [doi]
• Abstract: Deep Probabilistic Modeling of Glioma GrowthJens Petersen, Paul F. Jäger, Fabian Isensee, Simon A. A. Kohl, Ulf Neuberger, Wolfgang Wick, Jürgen Debus, Sabine Heiland, Martin Bendszus, Philipp Kickingereder, Klaus H. Maier-Hein. 215 [doi]
• Parameter Space CNN for Cortical Surface SegmentationLeonie Henschel, Martin Reuter 0001. 216-221 [doi]
• Learning-Based Correspondence Estimation for 2-D/3-D RegistrationRoman Schaffert, Markus Weiß, Jian Wang 0009, Anja Borsdorf, Andreas K. Maier. 222-228 [doi]
• Abstract: Deep Learning Based CT-CBCT Image Registration for Adaptive Radio TherapySven Kuckertz, Nils Papenberg, Jonas Honegger, Tomasz Morgas, Benjamin Haas, Stefan Heldmann. 229 [doi]
• Learning-Based Misalignment Detection for 2-D/3-D OverlaysRoman Schaffert, Jian Wang 0009, Peter Fischer 0001, Anja Borsdorf, Andreas K. Maier. 230-235 [doi]
• Deep Groupwise Registration of MRI Using Deforming AutoencodersHanna Siebert, Mattias P. Heinrich. 236-241 [doi]
• Robust Open Field Rodent Tracking Using a Fully Convolutional Network and a Softargmax Distance LossMarcin Kopaczka, Tobias Jacob, Lisa Ernst, Mareike Schulz, René Tolba, Dorit Merhof. 242-247 [doi]
• Deep OCT Angiography Image Generation for Motion Artifact SuppressionJulian Hossbach, Lennart Husvogt, Martin F. Kraus, James G. Fujimoto, Andreas K. Maier. 248-253 [doi]
• Open Source Simulation of Fixational Eye Drift Motion in OCT ScansMerlin A. Nau, Stefan B. Ploner, Eric M. Moult, James G. Fujimoto, Andreas K. Maier. 254-259 [doi]
• Abstract: Multi-Task Framework for X-Ray Guided Planning in Knee SurgeryFlorian Kordon, Peter Fischer 0001, Maxim Privalov, Benedict Swartman, Marc Schnetzke, Jochen Franke, Ruxandra Lasowski, Andreas K. Maier, Holger Kunze. 260 [doi]
• Abstract: 3D Catheter Guidance Including Shape Sensing for Endovascular NavigationSonja Jäckle, Verónica García-Vázquez, Felix von Haxthausen, Tim Eixmann, Malte Maria Sieren, Hinnerk Schulz-Hildebrandt, Gereon Hüttmann, Floris Ernst, Markus Kleemann, Torben Pätz. 261 [doi]
• Erlernbarkeitsstudie eines vibrotaktilen Armbands für assistive NavigationHakan Calim, Andreas K. Maier. 262-267 [doi]
• Visualizing the Placental Energy State in VivoShyamalakshmi Haridasan, Bernhard Preim, Christian Nasel, Gabriel Mistelbauer. 268-273 [doi]
• Modularization of Deep Networks Allows Cross-Modality ReuseWeilin Fu, Lennart Husvogt, Stefan B. Ploner, James G. Fujimoto, Andreas K. Maier. 274-279 [doi]
• U-Net in Constraint Few-Shot SettingsDuc Duy Pham, Melanie Lausen, Gurbandurdy Dovletov, Sebastian Serong, Stefan Landgräber, Marcus Jäger, Josef Pauli. 280-285 [doi]
• Abstract: Multi-Scale GANs for Memory-Effcient Generation of High Resolution Medical ImagesHristina Uzunova, Jan Ehrhardt, Fabian Jacob, Alex Frydrychowicz, Heinz Handels. 286 [doi]
• Epoch-Wise Label Attacks for Robustness Against Label NoiseSebastian Gündel, Andreas K. Maier. 287-292 [doi]
• Abstract: How Big is Big Enough?Christof A. Bertram, Marc Aubreville, Christian Marzahl, Andreas K. Maier, Robert Klopfleisch. 293 [doi]
• Der Einfluss von Segmentierung auf die Genauigkeit eines CNN-Klassifikators zur Mimik-SteuerungRon Keuth, Lasse Hansen, Mattias P. Heinrich. 294-300 [doi]
• Imitation Learning Network for Fundus Image Registration Using a Divide-And-Conquer ApproachSiming Bayer, Xia Zhong, Weilin Fu, Nishant Ravikumar, Andreas K. Maier. 301-306 [doi]
• Comparison of CNN Visualization Methods to Aid Model Interpretability for Detecting Alzheimer's DiseaseMartin Dyrba, Arjun H. Pallath, Eman N. Marzban. 307-312 [doi]
• Abstract: Divide-And-Conquer Approach Towards Understanding Deep NetworksWeilin Fu, Katharina Breininger, Roman Schaffert, Nishant Ravikumar, Andreas K. Maier. 313 [doi]
• Abstract: Fiber Optical Shape Sensing of Flexible InstrumentsSonja Jäckle, Tim Eixmann, Hinnerk Schulz-Hildebrandt, Gereon Hüttmann, Torben Pätz. 314 [doi]
• Scalable HEVC for Histological Whole-Slide Image CompressionDaniel Bug, Felix Bartsch, Nadine Sarah Schaadt, Mathias Wien, Friedrich Feuerhake, Julia Schüler, Eva Oswald, Dorit Merhof. 315-321 [doi]
• Image Quilting for Histological Image SynthesisDaniel Bug, Gregor Nickel, Anne Grote, Friedrich Feuerhake, Eva Oswald, Julia Schüler, Dorit Merhof. 322-327 [doi]
• An Open-Source Tool for Automated Planning of Overlapping Ablation ZonesAlfred M. Franz, Benjamin J. Mittmann, J. Röser, B. Schmidberger, M. Meinke, P. L. Pereira, Hans-Ulrich Kauczor, G. M. Richter, Christof M. Sommer. 328-334 [doi]
• Combining 2-D and 3-D Weight-Bearing X-Ray ImagesChristoph Luckner, Magdalena Herbst, Michael Fuhrmann, Ludwig Ritschl, Steffen Kappler, Andreas K. Maier. 335-340 [doi]
• Abstract: Generative Adversarial Networks for Stereoscopic Hyperrealism in Surgical TrainingSandy Engelhardt, Lalith Sharan, Matthias Karck, Raffaele De Simone, Ivo Wolf. 341 [doi]
• Haptic Rendering of Soft-Tissue for Training Surgical Procedures at the LarynxThomas Eixelberger, Jonas Parchent, Rolf Janka, Marc Stamminger, Michael Döllinger, Thomas Wittenberg. 342-347 [doi]