Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging

International MICCAI Workshop, MCV 2010, Beijing, China, September 20, 2010, Revised Selected Papers

Editors:

ISBN: 978-3-642-18420-8 (Print) 978-3-642-18421-5 (Online)

Table of contents (21 chapters)

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  1. Front Matter

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  2. Shape, Geometry and Registration

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      Pages 1-10

      Conditional Point Distribution Models

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      Pages 11-20

      Deformable Registration of Organic Shapes via Surface Intrinsic Integrals: Application to Outer Ear Surfaces

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      Pages 21-30

      Iterative Training of Discriminative Models for the Generalized Hough Transform

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      Pages 31-42

      Topology Noise Removal for Curve and Surface Evolution

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      Pages 43-53

      Exploring Cortical Folding Pattern Variability Using Local Image Features

  3. Markov Models for Image Reconstruction and Analysis

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      Pages 54-62

      Surgical Phases Detection from Microscope Videos by Combining SVM and HMM

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      Pages 63-73

      Motion Artifact Reduction in 4D Helical CT: Graph-Based Structure Alignment

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      Pages 74-85

      Comparative Validation of Graphical Models for Learning Tumor Segmentations from Noisy Manual Annotations

  4. Automatic Anatomy Localization via Classification

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      Pages 86-95

      Localization of 3D Anatomical Structures Using Random Forests and Discrete Optimization

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      Pages 96-105

      Detection of 3D Spinal Geometry Using Iterated Marginal Space Learning

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      Pages 106-117

      Regression Forests for Efficient Anatomy Detection and Localization in CT Studies

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      Pages 118-129

      Correcting Misalignment of Automatic 3D Detection by Classification: Ileo-Cecal Valve False Positive Reduction in CT Colonography

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      Pages 130-140

      Learning Adaptive and Sparse Representations of Medical Images

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      Pages 141-152

      Feature Selection for SVM-Based Vascular Anomaly Detection

  5. Texture Analysis

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      Pages 153-163

      Multiple Classifier Systems in Texton-Based Approach for the Classification of CT Images of Lung

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      Pages 164-173

      Imaging as a Surrogate for the Early Prediction and Assessment of Treatment Response through the Analysis of 4-D Texture Ensembles (ISEPARATE)

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      Pages 174-183

      A Texture Manifold for Curve-Based Morphometry of the Cerebral Cortex

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      Pages 184-194

      Semisupervised Probabilistic Clustering of Brain MR Images Including Prior Clinical Information

  6. Segmentation

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      Pages 195-203

      Simultaneous Multi-object Segmentation Using Local Robust Statistics and Contour Interaction

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      Pages 204-213

      Spotlight: Automated Confidence-Based User Guidance for Increasing Efficiency in Interactive 3D Image Segmentation

  7. Back Matter

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