Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging: International MICCAI Workshop, MCV 2010, Beijing, China, September 20, 2010, Revised Selected Papers

Front Matter....Pages -
Conditional Point Distribution Models....Pages 1-10
Deformable Registration of Organic Shapes via Surface Intrinsic Integrals: Application to Outer Ear Surfaces....Pages 11-20
Iterative Training of Discriminative Models for the Generalized Hough Transform....Pages 21-30
Topology Noise Removal for Curve and Surface Evolution....Pages 31-42
Exploring Cortical Folding Pattern Variability Using Local Image Features....Pages 43-53
Surgical Phases Detection from Microscope Videos by Combining SVM and HMM....Pages 54-62
Motion Artifact Reduction in 4D Helical CT: Graph-Based Structure Alignment....Pages 63-73
Comparative Validation of Graphical Models for Learning Tumor Segmentations from Noisy Manual Annotations....Pages 74-85
Localization of 3D Anatomical Structures Using Random Forests and Discrete Optimization....Pages 86-95
Detection of 3D Spinal Geometry Using Iterated Marginal Space Learning....Pages 96-105
Regression Forests for Efficient Anatomy Detection and Localization in CT Studies....Pages 106-117
Correcting Misalignment of Automatic 3D Detection by Classification: Ileo-Cecal Valve False Positive Reduction in CT Colonography....Pages 118-129
Learning Adaptive and Sparse Representations of Medical Images....Pages 130-140
Feature Selection for SVM-Based Vascular Anomaly Detection....Pages 141-152
Multiple Classifier Systems in Texton-Based Approach for the Classification of CT Images of Lung....Pages 153-163
Imaging as a Surrogate for the Early Prediction and Assessment of Treatment Response through the Analysis of 4-D Texture Ensembles (ISEPARATE)....Pages 164-173
A Texture Manifold for Curve-Based Morphometry of the Cerebral Cortex....Pages 174-183
Semisupervised Probabilistic Clustering of Brain MR Images Including Prior Clinical Information....Pages 184-194
Simultaneous Multi-object Segmentation Using Local Robust Statistics and Contour Interaction....Pages 195-203
Spotlight: Automated Confidence-Based User Guidance for Increasing Efficiency in Interactive 3D Image Segmentation....Pages 204-213
Automated Segmentation of 3D CT Images Based on Statistical Atlas and Graph Cuts....Pages 214-223
Back Matter....Pages -