Book Volume 10126 2016

Spectral and Shape Analysis in Medical Imaging

First International Workshop, SeSAMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Revised Selected Papers

Editors:

ISBN: 978-3-319-51236-5 (Print) 978-3-319-51237-2 (Online)

Table of contents (10 chapters)

  1. Front Matter

    Pages I-VIII

  2. Spectral Methods

    1. Front Matter

      Pages 1-1

    2. No Access

      Chapter

      Pages 3-14

      A Volumetric Conformal Mapping Approach for Clustering White Matter Fibers in the Brain

    3. No Access

      Chapter

      Pages 15-24

      Deep Spectral-Based Shape Features for Alzheimer’s Disease Classification

    4. No Access

      Chapter

      Pages 25-36

      Functional Maps for Brain Classification on Spectral Domain

  3. Longitudinal Methods

    1. Front Matter

      Pages 37-37

    2. No Access

      Chapter

      Pages 39-50

      Volume Representation of Parenchymatous Organs by Volumetric Self-organizing Deformable Model

    3. No Access

      Chapter

      Pages 51-62

      Reducing Variability in Anatomical Definitions Over Time Using Longitudinal Diffeomorphic Mapping

    4. No Access

      Chapter

      Pages 63-75

      Spatio-Temporal Shape Analysis of Cross-Sectional Data for Detection of Early Changes in Neurodegenerative Disease

  4. Shape Methods

    1. Front Matter

      Pages 77-77

    2. No Access

      Chapter

      Pages 79-91

      Longitudinal Scoliotic Trunk Analysis via Spectral Representation and Statistical Analysis

    3. No Access

      Chapter

      Pages 92-102

      Statistical Shape Model with Random Walks for Inner Ear Segmentation

    4. No Access

      Chapter

      Pages 103-117

      Volumetric Image Pattern Recognition Using Three-Way Principal Component Analysis

    5. No Access

      Chapter

      Pages 118-132

      Shape Preservation Based on Gaussian Radial Basis Function Interpolation on Human Corpus Callosum

  5. Back Matter

    Pages 133-133