2014

Computational Intelligence in Biomedical Imaging

Editors:

ISBN: 978-1-4614-7244-5 (Print) 978-1-4614-7245-2 (Online)

Table of contents (14 chapters)

  1. Front Matter

    Pages i-xv

  2. Decision Support

    1. Front Matter

      Pages 1-1

    2. No Access

      Book Chapter

      Pages 3-32

      Brain Disease Classification and Progression Using Machine Learning Techniques

    3. No Access

      Book Chapter

      Pages 33-53

      The Role of Content-Based Image Retrieval in Mammography CAD

    4. No Access

      Book Chapter

      Pages 55-82

      A Novel Image-Based Approach for Early Detection of Prostate Cancer Using DCE-MRI

    5. No Access

      Book Chapter

      Pages 83-103

      Computational Intelligent Image Analysis for Assisting Radiation Oncologists’ Decision Making in Radiation Treatment Planning

  3. Computational Anatomy

    1. Front Matter

      Pages 105-105

    2. No Access

      Book Chapter

      Pages 107-139

      Computational Anatomy in the Abdomen: Automated Multi-Organ and Tumor Analysis from Computed Tomography

    3. No Access

      Book Chapter

      Pages 141-157

      Liver Volumetry in MRI by Using Fast Marching Algorithm Coupled with 3D Geodesic Active Contour Segmentation

    4. No Access

      Book Chapter

      Pages 159-184

      Computer-Aided Image Analysis for Vertebral Anatomy on X-Ray CT Images

    5. No Access

      Book Chapter

      Pages 185-208

      Robust Segmentation of Challenging Lungs in CT Using Multi-stage Learning and Level Set Optimization

  4. Image Processing and Analysis

    1. Front Matter

      Pages 209-209

    2. No Access

      Book Chapter

      Pages 211-235

      Bone Suppression in Chest Radiographs by Means of Anatomically Specific Multiple Massive-Training ANNs Combined with Total Variation Minimization Smoothing and Consistency Processing

    3. No Access

      Book Chapter

      Pages 237-278

      Image Segmentation for Connectomics Using Machine Learning

    4. No Access

      Book Chapter

      Pages 279-316

      Image Analysis Techniques for the Quantification of Brain Tumors on MR Images

    5. No Access

      Book Chapter

      Pages 317-345

      Respiratory and Cardiac Function Analysis on the Basis of Dynamic Chest Radiography

    6. No Access

      Book Chapter

      Pages 347-375

      Adaptive Noise Reduction and Edge Enhancement in Medical Images by Using ICA

    7. No Access

      Book Chapter

      Pages 377-397

      Subtraction Techniques for CT and DSA and Automated Detection of Lung Nodules in 3D CT

  5. Back Matter

    Pages 399-406