Bildverarbeitung für die Medizin 2017: Algorithmen - Systeme - Anwendungen. Proceedings des Workshops vom 12. bis 14. März 2017 in Heidelberg

Front Matter....Pages I-XX
Invited Talk: Big Data in Medical Image Computing....Pages 1-1
Invited Talk: The Future of Radiology and Cooperation at the Interdisciplinary Interface....Pages 2-2
Invited Talk: U-Net Convolutional Networks for Biomedical Image Segmentation....Pages 3-3
Invited Talk: Neuromorphic Computing Principles, Achievements, and Potentials....Pages 4-4
Invited Talk: The Operating Room of the Future....Pages 5-5
Tutorial: Deep Learning Advancing the State-of-the-Art in Medical Image Analysis....Pages 6-7
Tutorial: Hands-On Workshop Minimal Invasive Chirurgie (MIC)....Pages 8-9
Tutorial: Medical Image Processing with MITK Introduction and new Developments....Pages 10-10
Fully Automatic Segmentation of Papillary Muscles in 3D LGE-MRI....Pages 11-16
Abstract: Clickstreamanalyse zur Qualitätssicherung in der crowdbasierten Bildsegmentierung....Pages 17-17
Model-Based 4D Segmentation of Cardiac Structures in Cine MRI Sequences....Pages 18-23
Abstract: Kombination binärer Kontextfeatures mit Vantage Point Forests zur Multi-Organ-Segmentierung....Pages 24-24
Needle Detection in In-Plane-Acquired 3D Ultrasound Image Volumes Using Stick Filtering and a Heuristic....Pages 25-30
Extracting the Aorta Centerline in Contrast-Enhanced MRI....Pages 31-36
Noise Reduction in Low Dose DSA Imaging Using Pixel Adaptive SVD-Based Approach....Pages 37-42
Skin Detection and Tracking for Camera-Based Photoplethysmography Using a Bayesian Classifier and Level Set Segmentation....Pages 43-48
Abstract: Können wir Rankings vertrauen? Eine systematische Analyse biomedizinischer Challenges hinsichtlich Reporting und Design....Pages 49-49
Overexposure Correction by Mixed One-Bit Compressive Sensing for C-Arm CT....Pages 50-55
Self-Calibration and Simultaneous Motion Estimation for C-Arm CT Using Fiducial....Pages 56-61
Robust Groupwise Affine Registration of Medical Images with Stochastic Optimization....Pages 62-67
GPU-Based Image Geodesics for Optical Coherence Tomography....Pages 68-73
Layered X-Ray Motion Estimation Using Primal-Dual Optimization....Pages 74-79
Barrett’s Esophagus Analysis Using Convolutional Neural Networks....Pages 80-85
Brain Tumor Segmentation Using Large Receptive Field Deep Convolutional Neural Networks....Pages 86-91
A Deep Learning Architecture for Limited-Angle Computed Tomography Reconstruction....Pages 92-97
Real-Time Virus Size Classification Using Surface Plasmon PAMONO Resonance and Convolutional Neural Networks....Pages 98-103
Fast Pose Verification for High-Speed Radiation Therapy....Pages 104-109
Fourier Consistency-Based Motion Estimation in Rotational Angiography....Pages 110-115
Towards Understanding Preservation of Periodic Object Motion in Computed Tomography....Pages 116-121
The Impact of Semi-Automated Segmentation and 3D Analysis on Testing New Osteosynthesis Material....Pages 122-127
Pathology-Related Automated Hippocampus Segmentation Accuracy....Pages 128-133
Interaktive Planung von Gesichtsimplantaten....Pages 134-139
Abstract: Automatic Image Registration for 3D Cochlea Medical Images....Pages 140-140
Barrett’s Esophagus Analysis Using SURF Features....Pages 141-146
Unterstützte Handerkennung in Thermographiebildern zur Validierung der hygienischen Händedesinfektion....Pages 147-152
Abstract: Quantitative Photoakustische Tomografie durch lokale Kontextkodierung....Pages 153-153
3D Histograms of Oriented Gradients zur Registrierung von regulären CT mit interventionellen CBCT Daten....Pages 154-154
A Kernel Ridge Regression Model for Respiratory Motion Estimation in Radiotherapy....Pages 155-160
Low Rank and Sparse Matrix Decomposition as Stroke Segmentation Prior: Useful or Not? A Random Forest-Based Evaluation Study....Pages 161-166
Automatic Layer Generation for Scar Transmurality Visualization....Pages 167-172
Analyzing Immunohistochemically Stained Whole-Slide Images of Ovarian Carcinoma....Pages 173-178
Efficient Epiphyses Localization Using Regression Tree Ensembles and a Conditional Random Field....Pages 179-184
Real-Time-Capable GPU-Framework for Depth-Aware Rigid 2D/3D Registration....Pages 185-190
Defining Restrictions and Limits of Registration-Based Quantification of Geometric Deformation in Cerebral Blood Vessels....Pages 191-196
Dental Splint Fabrication for Prospective Motion Correction in Ultrahigh-Field MR Imaging....Pages 197-202
Reliable Estimation of the Number of Compartments in Diffusion MRI....Pages 203-208
Epipolar Consistency Conditions for Motion Correction in Weight-Bearing Imaging....Pages 209-214
Abstract: Patch-Based Learning of Shape, Appearance, and Motion Models from Few Training Samples by Low-Rank Matrix Completion....Pages 215-216
Abstract: Detektion des tibiotalaren Gelenkspaltes in intraoperativen C-Bogen Projektionen....Pages 217-217
A Feasibility Study of Automatic Multi-Organ Segmentation Using Probabilistic Atlas....Pages 218-223
Assessing the Benefits of Interactive Patient-Specific Visualisations for Patient Information....Pages 224-229
Abstract: Effiziente Visualisierung von Vektorfeldern in der Strahlentherapie....Pages 230-230
Quantification of Guidance Strategies in Online Interactive Semantic Segmentation of Glioblastoma MRI....Pages 231-236
Training mit positiven und unannotierten Daten für automatische Voxelklassifikation....Pages 237-242
Lesion Ground Truth Estimation for a Physical Breast Phantom....Pages 243-248
Automatic Grading of Breast Cancer Whole-Slide Histopathology Images....Pages 249-253
Multi-Object Segmentation in Chest X-Ray Using Cascaded Regression Ferns....Pages 254-259
Abstract: Articulated Head and Neck Patient Model for Adaptive Radiotherapy....Pages 260-260
Shallow Fully-Connected Neural Networks for Ischemic Stroke-Lesion Segmentation in MRI....Pages 261-266
Abstract: 4D Template Library Generation for Real-Time Tracking on 2D Cine MRI....Pages 267-267
Spline-Based Multimodal Image Registration of 3D PLI Data of the Human Brain....Pages 268-273
Abstract: 3D-Rekonstruktion der Schilddrüse des Menschen mit 2D-Ultraschall-Daten im Rahmen von Routineuntersuchungen....Pages 274-274
Systematic Analysis of Jurkat T-Cell Deformation in Fluorescence Microscopy Data....Pages 275-280
Comparison of Default Patient Surface Model Estimation Methods....Pages 281-286
Robotergestützte Ultraschallbildgebung zur Lagekontrolle von Zielgewebe während der Strahlentherapie....Pages 287-292
Vergleich von Verfahren zur automatischen Detektion der Position und Orientierung des Herzens in 4D-Cine-MRT-Bilddaten....Pages 293-298
Evaluation of Multi-Channel Image Registration in Microscopy....Pages 299-304
Abstract: Medical Research Data Management Using MITK and XNAT....Pages 305-305
Fully Automated Multi-Modal Anatomic Atlas Generation Using 3D-Slicer....Pages 306-311
Automatic Classification and Pathological Staging of Confocal Laser Endomicroscopic Images of the Vocal Cords....Pages 312-317
Abstract: Soft Tissue Modeling with the Chainmail Approach....Pages 318-318
Brain Parenchyma and Vessel Separation in 3D Digital Subtraction Angiography Images....Pages 319-324
Classification of DCE-MRI Data for Breast Cancer Diagnosis Combining Contrast Agent Dynamics and Texture Features....Pages 325-330
Registrierung von nicht sichtbaren Laserbehandlungsarealen der Retina in Live-Aufnahmen des Fundus....Pages 331-336
Abstract: Real-Time Online Adaption for Robust Instrument Tracking and Pose Estimation....Pages 337-338
Abstract: Wound Imaging in 3D Using Low-Cost Mobile Devices....Pages 339-339
Interpatientenübertragung von Atemmodellen für das Virtual-Reality-Training von Punktionseingriffen....Pages 340-345
Automatic Initialization and Failure Detection for Surgical Tool Tracking in Retinal Microsurgery....Pages 346-351
Automatic Viewpoint Selection for Exploration of Time-Dependent Cerebral Aneurysm Data....Pages 352-357
Abtract: Shape Analysis in Human Brain MRI....Pages 358-358
Abstract: Learning of Representative Multi-Resolution Multi-Object Statistical Shape Models from Small Training Populations....Pages 359-360
Back Matter....Pages 361-368