Medical Computer Vision. Large Data in Medical Imaging: Third International MICCAI Workshop, MCV 2013, Nagoya, Japan, September 26, 2013, Revised Selected Papers

Front Matter....Pages I-XI
Front Matter....Pages 1-1
Overview of the 2013 Workshop on Medical Computer Vision (MCV 2013)....Pages 3-10
Front Matter....Pages 11-11
Semi-supervised Learning of Nonrigid Deformations for Image Registration....Pages 13-23
Local Regression Learning via Forest Classification for 2D/3D Deformable Registration....Pages 24-33
Flexible Architecture for Streaming and Visualization of Large Virtual Microscopy Images....Pages 34-43
2D-PCA Shape Models: Application to 3D Reconstruction of the Human Teeth from a Single Image....Pages 44-52
Class-Specific Regression Random Forest for Accurate Extraction of Standard Planes from 3D Echocardiography....Pages 53-62
Front Matter....Pages 63-63
Accurate Whole-Brain Segmentation for Alzheimer’s Disease Combining an Adaptive Statistical Atlas and Multi-atlas....Pages 65-73
Integrated Spatio-Temporal Segmentation of Longitudinal Brain Tumor Imaging Studies....Pages 74-83
Robust Mixture-Parameter Estimation for Unsupervised Segmentation of Brain MR Images....Pages 84-94
White Matter Supervoxel Segmentation by Axial DP-Means Clustering....Pages 95-104
Semantic Context Forests for Learning-Based Knee Cartilage Segmentation in 3D MR Images....Pages 105-115
Front Matter....Pages 117-117
Local Phase-Based Fast Ray Features for Automatic Left Ventricle Apical View Detection in 3D Echocardiography....Pages 119-129
Automatic Aorta Detection in Non-contrast 3D Cardiac CT Images Using Bayesian Tracking Method....Pages 130-137
Organ Localization Using Joint AP/LAT View Landmark Consensus Detection and Hierarchical Active Appearance Models....Pages 138-147
Pectoral Muscle Detection in Digital Breast Tomosynthesis and Mammography....Pages 148-157
Front Matter....Pages 159-159
Computer Aided Diagnosis Using Multilevel Image Features on Large-Scale Evaluation....Pages 161-174
Shape Curvature Histogram: A Shape Feature for Celiac Disease Diagnosis....Pages 175-184
2D–Based 3D Volume Retrieval Using Singular Value Decomposition of Detected Regions....Pages 185-195
Feature Extraction with Intrinsic Distortion Correction in Celiac Disease Imagery: No Need for Rasterization....Pages 196-204
A Novel Shape Feature Descriptor for the Classification of Polyps in HD Colonoscopy....Pages 205-213
Front Matter....Pages 215-215
Multi-structure Atlas-Based Segmentation Using Anatomical Regions of Interest....Pages 217-221
Using Probability Maps for Multi–organ Automatic Segmentation....Pages 222-228
Back Matter....Pages 229-229