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Bildverarbeitung für die Medizin 2017: Heidelberg, Germany
- Klaus Hermann Maier-Hein, Thomas Martin Deserno, Heinz Handels, Thomas Tolxdorff:
Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme - Anwendungen. Proceedings des Workshops vom 12. bis 14. März 2017 in Heidelberg. Informatik Aktuell, Springer 2017, ISBN 978-3-662-54344-3 - Wiro J. Niessen:
Invited Talk: Big Data in Medical Image Computing. 1 - Bram Stieltjes:
Invited Talk: The Future of Radiology and Cooperation at the Interdisciplinary Interface. 2 - Olaf Ronneberger:
Invited Talk: U-Net Convolutional Networks for Biomedical Image Segmentation. 3 - Karlheinz Meier:
Invited Talk: Neuromorphic Computing Principles, Achievements, and Potentials. 4 - Dogu Teber:
Invited Talk: The Operating Room of the Future. 5 - Vincent Christlein, Florin C. Ghesu, Tobias Würfl, Andreas K. Maier, Fabian Isensee, Peter Neher
, Klaus H. Maier-Hein:
Tutorial: Deep Learning Advancing the State-of-the-Art in Medical Image Analysis. 6-7 - Felix Nickel, Beat Müller:
Tutorial: Hands-On Workshop Minimal Invasive Chirurgie (MIC). 8-9 - Caspar J. Goch, Jasmin Metzger, Marco Nolden
Tutorial: Medical Image Processing with MITK Introduction and new Developments. 10 - Tanja Kurzendorfer, Alexander Brost, Christoph Forman
Fully Automatic Segmentation of Papillary Muscles in 3D LGE-MRI. 11-16 - Eric Heim, Alexander Seitel, Christian Stock, Tobias Roß, Lena Maier-Hein:
Abstract: Clickstreamanalyse zur Qualitätssicherung in der crowdbasierten Bildsegmentierung. 17 - Nassim Bouteldja, Matthias Wilms, Heinz Handels
Model-Based 4D Segmentation of Cardiac Structures in Cine MRI Sequences. 18-23 - Maximilian Blendowski, Mattias P. Heinrich:
Abstract: Kombination binärer Kontextfeatures mit Vantage Point Forests zur Multi-Organ-Segmentierung. 24 - Heinrich M. Overhoff, Anke Poelstra, Sebastian Schmitt:
Needle Detection in In-Plane-Acquired 3D Ultrasound Image Volumes Using Stick Filtering and a Heuristic. 25-30 - Marko Rak, Julian Alpers, Birger Mensel, Klaus-Dietz Tönnies:
Extracting the Aorta Centerline in Contrast-Enhanced MRI. 31-36 - Nikolas Menger
Noise Reduction in Low Dose DSA Imaging Using Pixel Adaptive SVD-Based Approach. 37-42 - Alexander Trumpp, Stefan Rasche, Daniel Wedekind, Martin Schmidt
Skin Detection and Tracking for Camera-Based Photoplethysmography Using a Bayesian Classifier and Level Set Segmentation. 43-48 - Matthias Eisenmann, Patrick Scholz, Marko Stankovic, Pierre Jannin, Christian Stock, Lena Maier-Hein:
Abstract: Können wir Rankings vertrauen? Eine systematische Analyse biomedizinischer Challenges hinsichtlich Reporting und Design. 49 - Xiaolin Huang, Yan Xia, Yixing Huang
Overexposure Correction by Mixed One-Bit Compressive Sensing for C-Arm CT. 50-55 - Christopher Syben, Bastian Bier, Martin Berger, André Aichert, Rebecca Fahrig, Garry Gold, Marc E. Levenston
Self-Calibration and Simultaneous Motion Estimation for C-Arm CT Using Fiducial. 56-61 - Hristina Uzunova, Heinz Handels
Robust Groupwise Affine Registration of Medical Images with Stochastic Optimization. 62-67 - Benjamin Berkels
GPU-Based Image Geodesics for Optical Coherence Tomography. 68-73 - Ehsan Mehmood, Peter Fischer
Layered X-Ray Motion Estimation Using Primal-Dual Optimization. 74-79 - Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm
Barrett's Esophagus Analysis Using Convolutional Neural Networks. 80-85 - Fabian Isensee, Philipp Kickingereder
Brain Tumor Segmentation Using Large Receptive Field Deep Convolutional Neural Networks. 86-91 - Kerstin Hammernik
A Deep Learning Architecture for Limited-Angle Computed Tomography Reconstruction. 92-97 - Jan Eric Lenssen, Victoria Shpacovitch, Frank Weichert:
Real-Time Virus Size Classification Using Surface Plasmon PAMONO Resonance and Convolutional Neural Networks. 98-103 - Andreas K. Maier, Susanne Westphal, Tobias Geimer, Peter G. Maxim, Gregory King, Emil Schueler, Rebecca Fahrig, Billy W. Loo:
Fast Pose Verification for High-Speed Radiation Therapy. 104-109 - Mathias Unberath
Fourier Consistency-Based Motion Estimation in Rotational Angiography. 110-115 - Franziska Schirrmacher, Oliver Taubmann, Mathias Unberath
Towards Understanding Preservation of Periodic Object Motion in Computed Tomography. 116-121 - Rebecca Wöhl, Michaela Huber, Markus Loibl, Birgit Riebschläger, Michael Nerlich, Christoph Palm
The Impact of Semi-Automated Segmentation and 3D Analysis on Testing New Osteosynthesis Material. 122-127 - Michael Liedlgruber
Pathology-Related Automated Hippocampus Segmentation Accuracy. 128-133 - Jan Egger, Markus Gall, Jürgen Wallner, Knut Reinbacher, Katja Schwenzer-Zimmerer, Dieter Schmalstieg:
Interaktive Planung von Gesichtsimplantaten. 134-139 - Ibraheem Al-Dhamari, Sabine Bauer, Dietrich Paulus, Friedrich Lissek, Roland Jacob:
Abstract: Automatic Image Registration for 3D Cochlea Medical Images. 140 - Luis Souza, Christian Hook, João Paulo Papa, Christoph Palm
Barrett's Esophagus Analysis Using SURF Features. 141-146 - Manfred Smieschek, André Stollenwerk, Stefan Kowalewski, Thorsten Orlikowsky, Mark Schoberer:
Unterstützte Handerkennung in Thermographiebildern zur Validierung der hygienischen Händedesinfektion. 147-152 - Janek Gröhl, Thomas Kirchner, Lena Maier-Hein:
Abstract: Quantitative Photoakustische Tomografie durch lokale Kontextkodierung. 153 - Barbara Trimborn, Ivo Wolf, Denis Abu Sammour
3D Histograms of Oriented Gradients zur Registrierung von regulären CT mit interventionellen CBCT Daten. 154 - Tobias Geimer, Adriana Birlutiu
A Kernel Ridge Regression Model for Respiratory Motion Estimation in Radiotherapy. 155-160 - René Werner, Daniel Schetelig, Thilo Sothmann
Low Rank and Sparse Matrix Decomposition as Stroke Segmentation Prior: Useful or Not? A Random Forest-Based Evaluation Study. 161-166 - Sabrina Reiml, Tanja Kurzendorfer, Daniel Toth, Peter Mountney, Maria Panayiotou, Jonathan M. Behar, C. Aldo Rinaldi
Automatic Layer Generation for Scar Transmurality Visualization. 167-172 - Daniel Bug, Anne Grote, Julia Schüler, Friedrich Feuerhake, Dorit Merhof:
Analyzing Immunohistochemically Stained Whole-Slide Images of Ovarian Carcinoma. 173-178 - Alexander Oliver Mader, Hauke Schramm, Carsten Meyer:
Efficient Epiphyses Localization Using Regression Tree Ensembles and a Conditional Random Field. 179-184 - Matthias Utzschneider, Jian Wang, Roman Schaffert, Anja Borsdorf, Andreas K. Maier:
Real-Time-Capable GPU-Framework for Depth-Aware Rigid 2D/3D Registration. 185-190 - Daniel Schetelig, Jan Sedlacik, Felix Schmidt, Jens Fiehler, René Werner:
Defining Restrictions and Limits of Registration-Based Quantification of Geometric Deformation in Cerebral Blood Vessels. 191-196 - Gabriel Mistelbauer, Daniel Stucht, Yan L. Arnold, Oliver Speck, Bernhard Preim:
Dental Splint Fabrication for Prospective Motion Correction in Ultrahigh-Field MR Imaging. 197-202 - Simon Koppers, Christoph Haarburger, J. Christopher Edgar, Dorit Merhof:
Reliable Estimation of the Number of Compartments in Diffusion MRI. 203-208 - Bastian Bier, André Aichert, Lina Felsner, Mathias Unberath
Epipolar Consistency Conditions for Motion Correction in Weight-Bearing Imaging. 209-214 - Matthias Wilms, Heinz Handels, Jan Ehrhardt:
Abstract: Patch-Based Learning of Shape, Appearance, and Motion Models from Few Training Samples by Low-Rank Matrix Completion. 215-216 - Sarina Thomas, Marc Schnetzke, Jochen Franke, Sven Yves Vetter, Benedict Swartman, Paul Alfred Grützner, Hans-Peter Meinzer, Marco Nolden:
Abstract: Detektion des tibiotalaren Gelenkspaltes in intraoperativen C-Bogen Projektionen. 217 - Shuqing Chen, Jürgen Endres, Sabrina Dorn, Joscha Maier, Michael Lell, Marc Kachelrieß, Andreas K. Maier:
A Feasibility Study of Automatic Multi-Organ Segmentation Using Probabilistic Atlas. 218-223 - Georg Hille, Nico Merten, Steffen Serowy, Sylvia Glaßer, Klaus D. Tönnies, Bernhard Preim:
Assessing the Benefits of Interactive Patient-Specific Visualisations for Patient Information. 224-229 - Jan Meis, Hendrik Teske, Kristina Giske:
Abstract: Effiziente Visualisierung von Vektorfeldern in der Strahlentherapie. 230 - Jens Petersen, Sabine Heiland, Martin Bendszus, Jürgen Debus, Klaus H. Maier-Hein:
Quantification of Guidance Strategies in Online Interactive Semantic Segmentation of Glioblastoma MRI. 231-236 - Michael Götz
Training mit positiven und unannotierten Daten für automatische Voxelklassifikation. 237-242 - Suneeza Hanif, Frank Schebesch, Anna K. Jerebko, Ludwig Ritschl, Thomas Mertelmeier, Andreas K. Maier:
Lesion Ground Truth Estimation for a Physical Breast Phantom. 243-248 - Thomas Wollmann
Automatic Grading of Breast Cancer Whole-Slide Histopathology Images. 249-253 - In Young Ha, Matthias Wilms, Mattias P. Heinrich
Multi-Object Segmentation in Chest X-Ray Using Cascaded Regression Ferns. 254-259 - Hendrik Teske, Kathrin Bartelheimer, Jan Meis, Eva M. Stoiber, Rolf Bendl, Kristina Giske:
Abstract: Articulated Head and Neck Patient Model for Adaptive Radiotherapy. 260 - Christian Lucas, Oskar Maier, Mattias P. Heinrich
Shallow Fully-Connected Neural Networks for Ischemic Stroke-Lesion Segmentation in MRI. 261-266 - Luis Paredes, Paul Mercea, Hendrik Teske, Rolf Bendl, Kristina Giske, Ignacio Espinoza:
Abstract: 4D Template Library Generation for Real-Time Tracking on 2D Cine MRI. 267 - Sharib Ali
Spline-Based Multimodal Image Registration of 3D PLI Data of the Human Brain. 268-273 - Bastian Thiering, James Nagarajah, Hans-Gerd Lipinski:
Abstract: 3D-Rekonstruktion der Schilddrüse des Menschen mit 2D-Ultraschall-Daten im Rahmen von Routineuntersuchungen. 274 - Sven-Thomas Antoni, Omar M. F. Ismail, Daniel Schetelig, Björn-Philipp Diercks, René Werner, Insa M. A. Wolf, Andreas H. Guse, Alexander Schlaefer
Systematic Analysis of Jurkat T-Cell Deformation in Fluorescence Microscopy Data. 275-280 - Xia Zhong, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
Comparison of Default Patient Surface Model Estimation Methods. 281-286 - Peter Karl Seitz, Rolf Bendl:
Robotergestützte Ultraschallbildgebung zur Lagekontrolle von Zielgewebe während der Strahlentherapie - Bewegungskompensation und Einbindung in ein medizinisches Bildverarbeitungsprogramm. 287-292 - Marja Fleitmann, Ole Käferlein, Matthias Wilms, Dennis Säring, Heinz Handels
Vergleich von Verfahren zur automatischen Detektion der Position und Orientierung des Herzens in 4D-Cine-MRT-Bilddaten. 293-298 - Sascha E. A. Muenzing, Andreas S. Thum, Katja Bühler
Evaluation of Multi-Channel Image Registration in Microscopy. 299-304 - Caspar Jonas Goch, Jasmin Metzger, Marco Nolden
Abstract: Medical Research Data Management Using MITK and XNAT - Connecting Medical Image Software and Data Management Systems in a Research Context. 305 - Julia Rackerseder, Antonio Miguel Luque González, Charlotte Düwel, Nassir Navab, Benjamin Frisch:
Fully Automated Multi-Modal Anatomic Atlas Generation Using 3D-Slicer. 306-311 - Kim Vo, Christian Jaremenko, Christopher Bohr, Helmut Neumann, Andreas K. Maier:
Automatic Classification and Pathological Staging of Confocal Laser Endomicroscopic Images of the Vocal Cords. 312-317 - Kathrin Bartelheimer, Hendrik Teske, Rolf Bendl, Kristina Giske:
Abstract: Soft Tissue Modeling with the Chainmail Approach. 318 - Jürgen Endres, Christopher Rohkohl, Kevin Royalty, Sebastian Schafer, Andreas K. Maier, Arnd Dörfler, Markus Kowarschik:
Brain Parenchyma and Vessel Separation in 3D Digital Subtraction Angiography Images. 319-324 - Kai Nie
Classification of DCE-MRI Data for Breast Cancer Diagnosis Combining Contrast Agent Dynamics and Texture Features. 325-330 - Timo Kepp, Stefan Koinzer, Heinz Handels
Registrierung von nicht sichtbaren Laserbehandlungsarealen der Retina in Live-Aufnahmen des Fundus. 331-336 - Nicola Rieke, David Joseph Tan, Federico Tombari, Josué Page Vizcaíno, Chiara Amat di San Filippo, Abouzar Eslami, Nassir Navab:
Abstract: Real-Time Online Adaption for Robust Instrument Tracking and Pose Estimation. 337-338 - Ekaterina Sirazitdinova, Thomas M. Deserno:
Abstract: Wound Imaging in 3D Using Low-Cost Mobile Devices. 339 - André Mastmeyer
Interpatientenübertragung von Atemmodellen für das Virtual-Reality-Training von Punktionseingriffen. 340-345 - Josué Page Vizcaíno, Nicola Rieke, David Joseph Tan, Federico Tombari, Abouzar Eslami, Nassir Navab:
Automatic Initialization and Failure Detection for Surgical Tool Tracking in Retinal Microsurgery. 346-351 - Monique Meuschke, Wito Engelke, Oliver Beuing, Bernhard Preim, Kai Lawonn:
Automatic Viewpoint Selection for Exploration of Time-Dependent Cerebral Aneurysm Data. 352-357 - Martin Reuter, Christian Wachinger
Abtract: Shape Analysis in Human Brain MRI. 358 - Matthias Wilms, Heinz Handels, Jan Ehrhardt:
Abstract: Learning of Representative Multi-Resolution Multi-Object Statistical Shape Models from Small Training Populations. 359-360
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