Book Volume 6893 2011

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2011

14th International Conference, Toronto, Canada, September 18-22, 2011, Proceedings, Part III

Editors:

ISBN: 978-3-642-23625-9 (Print) 978-3-642-23626-6 (Online)

Table of contents (82 chapters)

previous Page of 5
  1. Front Matter

    Pages -

  2. Computer Aided Diagnosis and Machine Learning I

    1. No Access

      Chapter

      Pages 1-8

      Sliding Window and Regression Based Cup Detection in Digital Fundus Images for Glaucoma Diagnosis

    2. No Access

      Chapter

      Pages 9-16

      Learning from Only Positive and Unlabeled Data to Detect Lesions in Vascular CT Images

    3. No Access

      Chapter

      Pages 17-24

      Regularized Tensor Factorization for Multi-Modality Medical Image Classification

    4. No Access

      Chapter

      Pages 25-32

      Detection, Grading and Classification of Coronary Stenoses in Computed Tomography Angiography

    5. No Access

      Chapter

      Pages 33-40

      Aggregated Distance Metric Learning (ADM) for Image Classification in Presence of Limited Training Data

    6. No Access

      Chapter

      Pages 41-48

      Sparse Classification for Computer Aided Diagnosis Using Learned Dictionaries

    7. No Access

      Chapter

      Pages 49-57

      A Discriminative-Generative Model for Detecting Intravenous Contrast in CT Images

    8. No Access

      Chapter

      Pages 58-65

      Classification of Alzheimer’s Disease Using a Self-Smoothing Operator

    9. No Access

      Chapter

      Pages 66-74

      An Analysis of Scale and Rotation Invariance in the Bag-of-Features Method for Histopathological Image Classification

    10. No Access

      Chapter

      Pages 75-82

      Robust Large Scale Prone-Supine Polyp Matching Using Local Features: A Metric Learning Approach

    11. No Access

      Chapter

      Pages 83-90

      Targeted Optical Biopsies for Surveillance Endoscopies

    12. No Access

      Chapter

      Pages 91-98

      Focal Biologically Inspired Feature for Glaucoma Type Classification

    13. No Access

      Chapter

      Pages 99-106

      The Relevance Voxel Machine (RVoxM): A Bayesian Method for Image-Based Prediction

    14. No Access

      Chapter

      Pages 107-114

      Assessment of Regional Myocardial Function via Statistical Features in MR Images

  3. Computer Aided Diagnosis and Machine Learning II

    1. No Access

      Chapter

      Pages 115-123

      Identifying AD-Sensitive and Cognition-Relevant Imaging Biomarkers via Joint Classification and Regression

    2. No Access

      Chapter

      Pages 124-132

      Biological Indexes Based Reflectional Asymmetry for Classifying Cutaneous Lesions

    3. No Access

      Chapter

      Pages 133-140

      Identification of Paediatric Tuberculosis from Airway Shape Features

    4. No Access

      Chapter

      Pages 141-148

      Automatic Region-of-Interest Segmentation and Pathology Detection in Magnetically Guided Capsule Endoscopy

    5. No Access

      Chapter

      Pages 149-157

      Simultaneous Segmentation and Grading of Hippocampus for Patient Classification with Alzheimer’s Disease

    6. No Access

      Chapter

      Pages 158-165

      Localization of the Lumbar Discs Using Machine Learning and Exact Probabilistic Inference

previous Page of 5