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Bildverarbeitung für die Medizin 2019: Lübeck, Germany
- Heinz Handels, Thomas M. Deserno, Andreas K. Maier, Klaus Hermann Maier-Hein, Christoph Palm, Thomas Tolxdorff:
Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme - Anwendungen. Proceedings des Workshops vom 17. bis 19. März 2019 in Lübeck. Informatik Aktuell, Springer Vieweg 2019, ISBN 978-3-658-25325-7 - Peter F. Neher
, Bram Stieltjes, Klaus H. Maier-Hein:
Abstract: Anchor-Constrained Plausibility - A Novel Concept for Assessing Tractography and Reducing False-Positives. 1 - Julia Hofmann, Melanie Böge, Szymon Gladysz, Boris Jutzi:
Automatic Detection of Blood Vessels in Optical Coherence Tomography Scans. 2-7 - Oliver Rippel, Daniel Truhn, Johannes Thüring, Christoph Haarburger, Christiane K. Kuhl, Dorit Merhof:
Prediction of Liver Function Based on DCE-CT. 8-13 - Magdalini Paschali, Sailesh Conjeti, Fernando Navarro, Nassir Navab:
Abstract: Adversarial Examples as Benchmark for Medical Imaging Neural Networks. 14 - Hristina Uzunova, Sandra Schultz, Heinz Handels
Evaluation of Image Processing Methods for Clinical Applications - Mimicking Clinical Data Using Conditional GANs. 15-20 - Yixing Huang
Abstract: Some Investigations on Robustness of Deep Learning in Limited Angle Tomography. 21 - Fabian Isensee, Jens Petersen, André Klein, David Zimmerer, Paul F. Jaeger, Simon Kohl, Jakob Wasserthal, Gregor Köhler, Tobias Norajitra, Sebastian J. Wirkert, Klaus H. Maier-Hein:
Abstract: nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation. 22 - Nassim Bouteldja, Dorit Merhof, Jan Ehrhardt, Mattias P. Heinrich
Deep Multi-Modal Encoder-Decoder Networks for Shape Constrained Segmentation and Joint Representation Learning. 23-28 - Christopher Syben, Bernhard Stimpel, Jonathan Lommen, Tobias Würfl, Arnd Dörfler, Andreas K. Maier:
Abstract: Fan-to-Parallel Beam Conversion - Deriving Neural Network Architectures Using Precision Learning. 29 - Jakob Wasserthal, Peter F. Neher
Abstract: Tract Orientation Mapping for Bundle-Specific Tractography. 30 - Georg Hille, Max Dünnwald, Mathias Becker, Johannes Steffen, Sylvia Saalfeld, Klaus Tönnies:
Segmentation of Vertebral Metastases in MRI Using an U-Net like Convolutional Neural Network. 31-36 - Jens Krauth, Stefan Gerlach, Christian Marzahl
Synthetic Training with Generative Adversarial Networks for Segmentation of Microscopies. 37-42 - Duc Duy Pham, Gurbandurdy Dovletov, Sebastian Warwas, Stefan Landgräber, Marcus Jäger, Josef Pauli:
Gradient-Based Expanding Spherical Appearance Models for Femoral Model Initialization in MRI. 43-48 - Duc Duy Pham, Gurbandurdy Dovletov, Sebastian Warwas, Stefan Landgräber, Marcus Jäger, Josef Pauli:
Deep Segmentation Refinement with Result-Dependent Learning - A Double U-Net for Hip Joint Segmentation in MRI. 49-54 - Ibraheem Al-Dhamari
Abstract: Automatic Estimation of Cochlear Duct Length and Volume Size. 55 - Mario Amrehn, Maddalena Strumia, Markus Kowarschik, Andreas K. Maier:
Interactive Neural Network Robot User Investigation for Medical Image Segmentation. 56-61 - Marius Nolden, Nicole Schubert
Tracing of Nerve Fibers Through Brain Regions of Fiber Crossings in Reconstructed 3D-PLI Volumes. 62-67 - Lukas Folle
Dilated Deeply Supervised Networks for Hippocampus Segmentation in MRI. 68-73 - Christian Lucas, Jonas J. Schöttler, André Kemmling, Linda F. Aulmann, Mattias P. Heinrich
Automatic Detection and Segmentation of the Acute Vessel Thrombus in Cerebral CT. 74-79 - Alena-Kathrin Schnurr, Lothar R. Schad, Frank G. Zöllner:
Sparsely Connected Convolutional Layers in CNNs for Liver Segmentation in CT. 80-85 - Jennifer Maier, Marianne S. Black, Mary Elizabeth Hall, Jang-Hwan Choi
Smooth Ride: Low-Pass Filtering of Manual Segmentations Improves Consensus. 86-91 - Shahab Zarei, Bernhard Stimpel, Christopher Syben, Andreas K. Maier:
User Loss A Forced-Choice-Inspired Approach to Train Neural Networks Directly by User Interaction. 92-97 - Simon Koppers, Edouard Coussoux, Sandro Romanzetti
Sodium Image Denoising Based on a Convolutional Denoising Autoencoder. 98-103 - Florian Kordon
Improved X-Ray Bone Segmentation by Normalization and Augmentation Strategies. 104-109 - Bernhard Stimpel, Christopher Syben, Franziska Schirrmacher, Philip Hoelter, Arnd Dörfler, Andreas K. Maier:
Multi-Modal Super-Resolution with Deep Guided Filtering. 110-115 - Shuqing Chen, Simone Gehrer, Sara Kaliman, Nishant Ravikumar
Semi-Automatic Cell Correspondence Analysis Using Iterative Point Cloud Registration. 116-121 - Xia Zhong, Philipp Roser
Pediatric Patient Surface Model Atlas Generation and X-Ray Skin Dose Estimation. 122-127 - Anita Möller, Marco Maaß
Blind Rigid Motion Estimation for Arbitrary MRI Sampling Trajectories. 128-133 - Alexander Preuhs, Nishant Ravikumar
Maximum Likelihood Estimation of Head Motion Using Epipolar Consistency. 134-139 - Tim J. Parbs, Anita Möller, Alfred Mertins:
Retrospective Blind MR Image Recovery with Parametrized Motion Models. 140-145 - Sai Gokul Hariharan, Christian Kaethner, Norbert Strobel, Markus Kowarschik, Julie DiNitto, Rebecca Fahrig, Nassir Navab:
Model-Based Motion Artifact Correction in Digital Subtraction Angiography Using Optical-Flow. 146-151 - Ingrid Scholl, Alex Bartella, Cem Moluluo, Berat Ertural, Frederic Laing, Sebastian Suder:
MedicVR - Acceleration and Enhancement Techniques for Direct Volume Rendering in Virtual Reality. 152-157 - Tobias Stein, Jasmin Metzger, Jonas Scherer, Fabian Isensee, Tobias Norajitra, Jens Kleesiek, Klaus H. Maier-Hein, Marco Nolden:
Efficient Web-Based Review for Automatic Segmentation of Volumetric DICOM Images. 158-163 - Lina Felsner, Martin Berger, Sebastian Kaeppler, Johannes Bopp, Veronika Ludwig
Abstract: Phase-Sensitive Region-of-Interest Computed Tomography. 164 - Christine Droigk, Marco Maaß
Joint Multiresolution and Background Detection Reconstruction for Magnetic Particle Imaging. 165-170 - Alexander Preuhs, Andreas K. Maier, Michael Manhart, Javad Fotouhi, Nassir Navab, Mathias Unberath
Abstract: Double Your Views: Exploiting Symmetry in Transmission Imaging. 171 - Katharina Breininger
3D-Reconstruction of Stiff Wires from a Single Monoplane X-Ray Image. 172-177 - Lasse Hansen, Jasper Diesel, Mattias P. Heinrich
Regularized Landmark Detection with CAEs for Human Pose Estimation in the Operating Room. 178-183 - Ivo M. Baltruschat, Leonhard Steinmeister, Harald Ittrich, Gerhard Adam, Hannes Nickisch, Axel Saalbach, Jens von Berg, Michael Grass, Tobias Knopp:
Abstract: Does Bone Suppression and Lung Detection Improve Chest Disease Classification? 184 - Nico Merten, Philipp Genseke, Bernhard Preim, Michael C. Kreissl, Sylvia Saalfeld:
Towards Automated Reporting and Visualization of Lymph Node Metastases of Lung Cancer. 185-190 - Nikolaus Arbogast, Tanja Kurzendorfer, Katharina Breininger, Peter Mountney, Daniel Toth, Srinivas Ananth Narayan, Andreas K. Maier:
Workflow Phase Detection in Fluoroscopic Images Using Convolutional Neural Networks. 191-196 - Hristina Uzunova, Jan Ehrhardt, Timo Kepp, Heinz Handels
Abstract: Interpretable Explanations of Black Box Classifiers Applied on Medical Images by Meaningful Perturbations Using Variational Autoencoders. 197 - Jannis Hagenah, Mattias P. Heinrich
Abstract: Deep Transfer Learning for Aortic Root Dilation Identification in 3D Ultrasound Images. 198 - Fernando Navarro, Sailesh Conjeti, Federico Tombari, Nassir Navab:
Abstract: Leveraging Web Data for Skin Lesion Classification. 199 - Maximilian Nielsen, Moritz Waldmann, Andreas Frölich, Jens Fiehler, René Werner:
Machbarkeitsstudie zur CNN-basierten Identifikation und TICI-Klassifizierung zerebraler ischämischer Infarkte in DSA-Daten. 200-205 - Bhavya Jain, Nadine Kuhnert, André deOliveira, Andreas K. Maier:
Image-Based Detection of MRI Hardware Failures. 206-211 - Yiling Xu, Frank Schebesch, Nishant Ravikumar
Detection of Unseen Low-Contrast Signals Using Classic and Novel Model Observers. 212-217 - Johannes Maier, Maximilian Weiherer, Michaela Huber, Christoph Palm
Abstract: Imitating Human Soft Tissue with Dual-Daterial 3D Printing. 218 - Martin Leipert, Jenny Sadowski, Michèle Kießling, Emeric Kwemou Ngandeu, Andreas K. Maier:
A Mixed Reality Simulation for Robotic Systems. 219-224 - Medha Juneja, Mechthild Bode-Hofmann, Khay Sun Haong, Steffen Meißner, Viola Merkel, Johannes Vogt, Nobert Wilke, Anja Wolff, Thomas Hartkens:
Image Quality Assessments. 225-230 - Felix von Haxthausen, Floris Ernst, Ralf Bruder, Mark Kaschwich, Verónica García-Vázquez
Abstract: HoloLens Streaming of 3D Data from Ultrasound Systems to Augmented Reality Glasses. 231 - Alfred Michael Franz, Herman Alexander Jaeger, Alexander Seitel
Open-Source Tracked Ultrasound with Anser Electromagnetic Tracking. 232-237 - Benjamin Johannes Mittmann, Alexander Seitel
Navigierte Interventionen im Kopf- und Halsbereich - Standardisiertes Assessment eines neuen, handlichen Feldgenerators. 238-243 - Leonardo Ayala
Abstract: Multispectral Imaging Enables Visualization of Spreading Depolarizations in Gyrencephalic Brain. 244 - Qiuting Li, Christoph Luckner, Madeleine Hertel, Marcus Radicke, Andreas K. Maier:
Combining Ultrasound and X-Ray Imaging for Mammography - A Prototype Design. 245-250 - Leonid Mill, Lasse Kling, Anika Grüneboom, Georg Schett, Silke H. Christiansen, Andreas K. Maier:
Towards In-Vivo X-Ray Nanoscopy - Acquisition Parameters vs. Image Quality. 251-256 - Walter Simson, Magdalini Paschali, Guillaume Zahnd, Nassir Navab:
Abstract: Beamforming Sub-Sampled Raw Ultrasound Data with DeepFormer. 257 - Sonja Jäckle
Shape Sensing with Fiber Bragg Grating Sensors - A Realistic Model of Curvature Interpolation for Shape Reconstruction. 258-263 - Lina Felsner, Shiyang Hu, Veronika Ludwig
On the Characteristics of Helical 3D X-Ray Dark-Field Imaging. 264-269 - Philipp Roser
Effects of Tissue Material Properties on X-Ray Image, Scatter and Patient Dose A Monte Carlo Simulation. 270-275 - Ahmed Amri, Bastian Bier, Jennifer Maier, Andreas K. Maier:
Isocenter Determination from Projection Matrices of a C-Arm CBCT. 276-281 - Sandy Engelhardt, Raffaele De Simone, Peter M. Full, Matthias Karck, Ivo Wolf:
Improving Surgical Training Phantoms by Hyperrealism: Deep Unpaired Image-to-Image Translation from Real Surgeries. 282 - Jan N. Hombeck, Nils Lichtenberg, Kai Lawonn:
Evaluation of Spatial Perception in Virtual Reality within a Medical Context. 283-288 - Niclas Kath, Heinz Handels
Simulation von Radiofrequenzablationen für die Leberpunktion in 4D-VR-Simulationen. 289-294 - Jannis Hagenah, Tizian Evers, Michael Scharfschwerdt, Achim Schweikard, Floris Ernst:
Abstract: An SVR-Based Data-Driven Leaflet Modeling Approach for Personalized Aortic Valve Prosthesis Development. 295 - Pepe Eulzer
Mitral Valve Quantification at a Glance - Flattening Patient-Specific Valve Geometry. 296-301 - Daniel Budelmann
Fully-Deformable 3D Image Registration in Two Seconds. 302-307 - Julia Rackerseder, Maximilian Baust, Rüdiger Göbl, Nassir Navab, Christoph Hennersperger:
Abstract: Landmark-Free Initialization of Multi-Modal Image Registration. 308 - Alessa Hering
Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion Tracking. 309-314 - Tobias Geimer, Stefan B. Ploner, Paul J. Keall, Christoph Bert, Andreas K. Maier:
Respiratory Deformation Estimation in X-Ray-Guided IMRT Using a Bilinear Model. 315-320 - Marc Aubreville, Christof A. Bertram, Robert Klopfleisch
Augmented Mitotic Cell Count Using Field of Interest Proposal. 321-326 - Nils Gessert
Feasibility of Colon Cancer Detection in Confocal Laser Microscopy Images Using Convolution Neural Networks. 327-332 - Jan André Reuter
Efficient Construction of Geometric Nerve Fiber Models for Simulation with 3D-PLI. 333-338 - Mikail Yayla, Anas Toma
Resource-Efficient Nanoparticle Classification Using Frequency Domain Analysis. 339-344 - Thomas Wollmann
Black-Box Hyperparameter Optimization for Nuclei Segmentation in Prostate Tissue Images. 345-350
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