Abstract is missing.
- Abstract: Anchor-Constrained Plausibility - A Novel Concept for Assessing Tractography and Reducing False-PositivesPeter F. Neher, Bram Stieltjes, Klaus H. Maier-Hein. 1 [doi]
- Automatic Detection of Blood Vessels in Optical Coherence Tomography ScansJulia Hofmann, Melanie Böge, Szymon Gladysz, Boris Jutzi. 2-7 [doi]
- Prediction of Liver Function Based on DCE-CTOliver Rippel, Daniel Truhn, Johannes Thüring, Christoph Haarburger, Christiane K. Kuhl, Dorit Merhof. 8-13 [doi]
- Abstract: Adversarial Examples as Benchmark for Medical Imaging Neural NetworksMagdalini Paschali, Sailesh Conjeti, Fernando Navarro, Nassir Navab. 14 [doi]
- Evaluation of Image Processing Methods for Clinical Applications - Mimicking Clinical Data Using Conditional GANsHristina Uzunova, Sandra Schultz, Heinz Handels, Jan Ehrhardt. 15-20 [doi]
- Abstract: Some Investigations on Robustness of Deep Learning in Limited Angle TomographyYixing Huang, Tobias Würfl, Katharina Breininger, Ling Liu, Günter Lauritsch, Andreas K. Maier. 21 [doi]
- Abstract: nnU-Net: Self-adapting Framework for U-Net-Based Medical Image SegmentationFabian Isensee, Jens Petersen, André Klein, David Zimmerer, Paul F. Jaeger, Simon Kohl, Jakob Wasserthal, Gregor Koehler, Tobias Norajitra, Sebastian J. Wirkert, Klaus H. Maier-Hein. 22 [doi]
- Deep Multi-Modal Encoder-Decoder Networks for Shape Constrained Segmentation and Joint Representation LearningNassim Bouteldja, Dorit Merhof, Jan Ehrhardt, Mattias P. Heinrich. 23-28 [doi]
- Abstract: Fan-to-Parallel Beam Conversion - Deriving Neural Network Architectures Using Precision LearningChristopher Syben, Bernhard Stimpel, Jonathan Lommen, Tobias Würfl, Arnd Dörfler, Andreas K. Maier. 29 [doi]
- Abstract: Tract Orientation Mapping for Bundle-Specific TractographyJakob Wasserthal, Peter F. Neher, Klaus H. Maier-Hein. 30 [doi]
- Segmentation of Vertebral Metastases in MRI Using an U-Net like Convolutional Neural NetworkGeorg Hille, Max Dünnwald, Mathias Becker, Johannes Steffen, Sylvia Saalfeld, Klaus Tönnies. 31-36 [doi]
- Synthetic Training with Generative Adversarial Networks for Segmentation of MicroscopiesJens Krauth, Stefan Gerlach, Christian Marzahl, Jörn Voigt, Heinz Handels. 37-42 [doi]
- Gradient-Based Expanding Spherical Appearance Models for Femoral Model Initialization in MRIDuc Duy Pham, Gurbandurdy Dovletov, Sebastian Warwas, Stefan Landgräber, Marcus Jäger, Josef Pauli. 43-48 [doi]
- Deep Segmentation Refinement with Result-Dependent Learning - A Double U-Net for Hip Joint Segmentation in MRIDuc Duy Pham, Gurbandurdy Dovletov, Sebastian Warwas, Stefan Landgräber, Marcus Jäger, Josef Pauli. 49-54 [doi]
- Abstract: Automatic Estimation of Cochlear Duct Length and Volume SizeIbraheem Al-Dhamari, Sabine Bauer 0001, Dietrich Paulus, Rania Hilal, Friedrich Lissek, Roland Jacob. 55 [doi]
- Interactive Neural Network Robot User Investigation for Medical Image SegmentationMario Amrehn, Maddalena Strumia, Markus Kowarschik, Andreas K. Maier. 56-61 [doi]
- Tracing of Nerve Fibers Through Brain Regions of Fiber Crossings in Reconstructed 3D-PLI VolumesMarius Nolden, Nicole Schubert, Daniel Schmitz, Andreas Müller, Markus Axer. 62-67 [doi]
- Dilated Deeply Supervised Networks for Hippocampus Segmentation in MRILukas Folle, Sulaiman Vesal, Nishant Ravikumar, Andreas K. Maier. 68-73 [doi]
- Automatic Detection and Segmentation of the Acute Vessel Thrombus in Cerebral CTChristian Lucas, Jonas J. Schöttler, André Kemmling, Linda F. Aulmann, Mattias P. Heinrich. 74-79 [doi]
- Sparsely Connected Convolutional Layers in CNNs for Liver Segmentation in CTAlena-Kathrin Schnurr, Lothar R. Schad, Frank G. Zöllner. 80-85 [doi]
- Smooth Ride: Low-Pass Filtering of Manual Segmentations Improves ConsensusJennifer K. Maier, Marianne Black, Mary Hall, Jang Hwan Choi, Marc Levenston, Garry Gold, Rebecca Fahrig, Bjoern Eskofier, Andreas K. Maier. 86-91 [doi]
- User Loss A Forced-Choice-Inspired Approach to Train Neural Networks Directly by User InteractionShahab Zarei, Bernhard Stimpel, Christopher Syben, Andreas K. Maier. 92-97 [doi]
- Sodium Image Denoising Based on a Convolutional Denoising AutoencoderSimon Koppers, Edouard Coussoux, Sandro Romanzetti, Kathrin Reetz, Dorit Merhof. 98-103 [doi]
- Improved X-Ray Bone Segmentation by Normalization and Augmentation StrategiesFlorian Kordon, Ruxandra Lasowski, Benedict Swartman, Jochen Franke, Peter Fischer, Holger Kunze. 104-109 [doi]
- Multi-Modal Super-Resolution with Deep Guided FilteringBernhard Stimpel, Christopher Syben, Franziska Schirrmacher, Philip Hoelter, Arnd Dörfler, Andreas K. Maier. 110-115 [doi]
- Semi-Automatic Cell Correspondence Analysis Using Iterative Point Cloud RegistrationShuqing Chen, Simone Gehrer, Sara Kaliman, Nishant Ravikumar, Abdurrahman Becit, Maryam Aliee, Diana Dudziak, Rudolf Merkel, Ana-Suncana Smith, Andreas K. Maier. 116-121 [doi]
- Pediatric Patient Surface Model Atlas Generation and X-Ray Skin Dose EstimationXia Zhong, Philipp Roser, Siming Bayer, Nishant Ravikumar, Norbert Strobel, Annette Birkhold, Tim Horz, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier. 122-127 [doi]
- Blind Rigid Motion Estimation for Arbitrary MRI Sampling TrajectoriesAnita Möller, Marco Maaß, Tim J. Parbs, Alfred Mertins. 128-133 [doi]
- Maximum Likelihood Estimation of Head Motion Using Epipolar ConsistencyAlexander Preuhs, Nishant Ravikumar, Michael Manhart, Bernhard Stimpel, Elisabeth Hoppe, Christopher Syben, Markus Kowarschik, Andreas K. Maier. 134-139 [doi]
- Retrospective Blind MR Image Recovery with Parametrized Motion ModelsTim J. Parbs, Anita Möller, Alfred Mertins. 140-145 [doi]
- Model-Based Motion Artifact Correction in Digital Subtraction Angiography Using Optical-FlowSai Gokul Hariharan, Christian Kaethner, Norbert Strobel, Markus Kowarschik, Julie DiNitto, Rebecca Fahrig, Nassir Navab. 146-151 [doi]
- MedicVR - Acceleration and Enhancement Techniques for Direct Volume Rendering in Virtual RealityIngrid Scholl, Alex Bartella, Cem Moluluo, Berat Ertural, Frederic Laing, Sebastian Suder. 152-157 [doi]
- Efficient Web-Based Review for Automatic Segmentation of Volumetric DICOM ImagesTobias Stein, Jasmin Metzger, Jonas Scherer, Fabian Isensee, Tobias Norajitra, Jens Kleesiek, Klaus H. Maier-Hein, Marco Nolden. 158-163 [doi]
- Abstract: Phase-Sensitive Region-of-Interest Computed TomographyLina Felsner, Martin Berger, Sebastian Kaeppler, Johannes Bopp, Veronika Ludwig, Thomas Weber 0001, Georg Pelzer, Thilo Michel, Andreas K. Maier, Gisela Anton, Christian Riess. 164 [doi]
- Joint Multiresolution and Background Detection Reconstruction for Magnetic Particle ImagingChristine Droigk, Marco Maaß, Corbinian Englisch, Alfred Mertins. 165-170 [doi]
- Abstract: Double Your Views: Exploiting Symmetry in Transmission ImagingAlexander Preuhs, Andreas K. Maier, Michael Manhart, Javad Fotouhi, Nassir Navab, Mathias Unberath. 171 [doi]
- 3D-Reconstruction of Stiff Wires from a Single Monoplane X-Ray ImageKatharina Breininger, Moritz Hanika, Mareike Weule, Markus Kowarschik, Marcus Pfister, Andreas K. Maier. 172-177 [doi]
- Regularized Landmark Detection with CAEs for Human Pose Estimation in the Operating RoomLasse Hansen, Jasper Diesel, Mattias P. Heinrich. 178-183 [doi]
- Abstract: Does Bone Suppression and Lung Detection Improve Chest Disease Classification?Ivo M. Baltruschat, Leonhard Steinmeister, Harald Ittrich, Gerhard Adam, Hannes Nickisch, Axel Saalbach, Jens von Berg, Michael Grass, Tobias Knopp. 184 [doi]
- Towards Automated Reporting and Visualization of Lymph Node Metastases of Lung CancerNico Merten, Philipp Genseke, Bernhard Preim, Michael C. Kreissl, Sylvia Saalfeld. 185-190 [doi]
- Workflow Phase Detection in Fluoroscopic Images Using Convolutional Neural NetworksNikolaus Arbogast, Tanja Kurzendorfer, Katharina Breininger, Peter Mountney, Daniel Toth 0001, Srinivas Ananth Narayan, Andreas K. Maier. 191-196 [doi]
- Abstract: Interpretable Explanations of Black Box Classifiers Applied on Medical Images by Meaningful Perturbations Using Variational AutoencodersHristina Uzunova, Jan Ehrhardt, Timo Kepp, Heinz Handels. 197 [doi]
- Abstract: Deep Transfer Learning for Aortic Root Dilation Identification in 3D Ultrasound ImagesJannis Hagenah, Mattias P. Heinrich, Floris Ernst. 198 [doi]
- Abstract: Leveraging Web Data for Skin Lesion ClassificationFernando Navarro, Sailesh Conjeti, Federico Tombari, Nassir Navab. 199 [doi]
- Machbarkeitsstudie zur CNN-basierten Identifikation und TICI-Klassifizierung zerebraler ischämischer Infarkte in DSA-DatenMaximilian Nielsen, Moritz Waldmann, Andreas Frölich, Jens Fiehler, René Werner. 200-205 [doi]
- Image-Based Detection of MRI Hardware FailuresBhavya Jain, Nadine Kuhnert, André deOliveira, Andreas K. Maier. 206-211 [doi]
- Detection of Unseen Low-Contrast Signals Using Classic and Novel Model ObserversYiling Xu, Frank Schebesch, Nishant Ravikumar, Andreas K. Maier. 212-217 [doi]
- Abstract: Imitating Human Soft Tissue with Dual-Daterial 3D PrintingJohannes Maier, Maximilian Weiherer, Michaela Huber, Christoph Palm. 218 [doi]
- A Mixed Reality Simulation for Robotic SystemsMartin Leipert, Jenny Sadowski, Michèle Kießling, Emeric Kwemou Ngandeu, Andreas K. Maier. 219-224 [doi]
- Image Quality AssessmentsMedha Juneja, Mechthild Bode-Hofmann, Khay Sun Haong, Steffen Meißner, Viola Merkel, Johannes Vogt, Nobert Wilke, Anja Wolff, Thomas Hartkens. 225-230 [doi]
- Abstract: HoloLens Streaming of 3D Data from Ultrasound Systems to Augmented Reality GlassesFelix von Haxthausen, Floris Ernst, Ralf Bruder, Mark Kaschwich, Verónica García-Vázquez. 231 [doi]
- Open-Source Tracked Ultrasound with Anser Electromagnetic TrackingAlfred Michael Franz, Herman Alexander Jaeger, Alexander Seitel, Pádraig Cantillon-Murphy, Lena Maier-Hein. 232-237 [doi]
- Navigierte Interventionen im Kopf- und Halsbereich - Standardisiertes Assessment eines neuen, handlichen FeldgeneratorsBenjamin J. Mittmann, Alexander Seitel, Lena Maier-Hein, Alfred M. Franz. 238-243 [doi]
- Abstract: Multispectral Imaging Enables Visualization of Spreading Depolarizations in Gyrencephalic BrainLeonardo Ayala, Sebastian J. Wirkert, M. A. Herrera, Adrián Hernández-Aguilera, A. S. Vermuri, E. Santos, Lena Maier-Hein. 244 [doi]
- Combining Ultrasound and X-Ray Imaging for Mammography - A Prototype DesignQiuting Li, Christoph Luckner, Madeleine Hertel, Marcus Radicke, Andreas K. Maier. 245-250 [doi]
- Towards In-Vivo X-Ray Nanoscopy - Acquisition Parameters vs. Image QualityLeonid Mill, Lasse Kling, Anika Grüneboom, Georg Schett, Silke Christiansen, Andreas K. Maier. 251-256 [doi]
- Abstract: Beamforming Sub-Sampled Raw Ultrasound Data with DeepFormerWalter Simson, Magdalini Paschali, Guillaume Zahnd, Nassir Navab. 257 [doi]
- Shape Sensing with Fiber Bragg Grating Sensors - A Realistic Model of Curvature Interpolation for Shape ReconstructionSonja Jäckle, Jan Strehlow, Stefan Heldmann. 258-263 [doi]
- On the Characteristics of Helical 3D X-Ray Dark-Field ImagingLina Felsner, Shiyang Hu, Veronika Ludwig, Gisela Anton, Andreas K. Maier, Christian Riess. 264-269 [doi]
- Effects of Tissue Material Properties on X-Ray Image, Scatter and Patient Dose A Monte Carlo SimulationPhilipp Roser, Annette Birkhold, Xia Zhong, Elizaveta Stepina, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier. 270-275 [doi]
- Isocenter Determination from Projection Matrices of a C-Arm CBCTAhmed Amri, Bastian Bier, Jennifer K. Maier, Andreas K. Maier. 276-281 [doi]
- Improving Surgical Training Phantoms by Hyperrealism: Deep Unpaired Image-to-Image Translation from Real SurgeriesSandy Engelhardt, Raffaele De Simone, Peter M. Full, Matthias Karck, Ivo Wolf. 282 [doi]
- Evaluation of Spatial Perception in Virtual Reality within a Medical ContextJan N. Hombeck, Nils Lichtenberg, Kai Lawonn. 283-288 [doi]
- Simulation von Radiofrequenzablationen für die Leberpunktion in 4D-VR-SimulationenNiclas Kath, Heinz Handels, André Mastmeyer. 289-294 [doi]
- Abstract: An SVR-Based Data-Driven Leaflet Modeling Approach for Personalized Aortic Valve Prosthesis DevelopmentJannis Hagenah, Tizian Evers, Michael Scharfschwerdt, Achim Schweikard, Floris Ernst. 295 [doi]
- Mitral Valve Quantification at a Glance - Flattening Patient-Specific Valve GeometryPepe Eulzer, Nils Lichtenberg, Rawa Arif, Andreas Brcic, Matthias Karck, Kai Lawonn, Raffaele De Simone, Sandy Engelhardt. 296-301 [doi]
- Fully-Deformable 3D Image Registration in Two SecondsDaniel Budelmann, Lars König, Nils Papenberg, Jan Lellmann. 302-307 [doi]
- Abstract: Landmark-Free Initialization of Multi-Modal Image RegistrationJulia Rackerseder, Maximilian Baust, Rüdiger Göbl, Nassir Navab, Christoph Hennersperger. 308 [doi]
- Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion TrackingAlessa Hering, Sven Kuckertz, Stefan Heldmann, Mattias P. Heinrich. 309-314 [doi]
- Respiratory Deformation Estimation in X-Ray-Guided IMRT Using a Bilinear ModelTobias Geimer, Stefan B. Ploner, Paul Keall, Christoph Bert, Andreas K. Maier. 315-320 [doi]
- Augmented Mitotic Cell Count Using Field of Interest ProposalMarc Aubreville, Christof A. Bertram, Robert Klopfleisch, Andreas K. Maier. 321-326 [doi]
- Feasibility of Colon Cancer Detection in Confocal Laser Microscopy Images Using Convolution Neural NetworksNils Gessert, Lukas Wittig, Daniel Drömann, Tobias Keck, Alexander Schlaefer, David B. Ellebrecht. 327-332 [doi]
- Efficient Construction of Geometric Nerve Fiber Models for Simulation with 3D-PLIJan A. Reuter, Felix Matuschke, Nicole Schubert, Markus Axer. 333-338 [doi]
- Resource-Efficient Nanoparticle Classification Using Frequency Domain AnalysisMikail Yayla, Anas Toma, Jan Eric Lenssen, Victoria Shpacovitch, Kuan-Hsun Chen, Frank Weichert, Jian-Jia Chen. 339-344 [doi]
- Black-Box Hyperparameter Optimization for Nuclei Segmentation in Prostate Tissue ImagesThomas Wollmann, Patrick Bernhard, Manuel Gunkel, Delia M. Braun, Jan Meiners, Ronald Simon, Guido Sauter, Holger Erfle, Karsten Rippe, Karl Rohr. 345-350 [doi]