Computational Methods and Clinical Applications for Spine Imaging

4th International Workshop and Challenge, CSI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers

  • Jianhua Yao
  • Tomaž Vrtovec
  • Guoyan Zheng
  • Alejandro Frangi
  • Ben Glocker
  • Shuo Li
Conference proceedings CSI 2016

DOI: 10.1007/978-3-319-55050-3

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10182)

Table of contents

  1. Front Matter
    Pages I-X
  2. Segmentation

    1. Front Matter
      Pages 1-1
    2. S. M. Masudur Rahman Al Arif, Michael Gundry, Karen Knapp, Greg Slabaugh
      Pages 3-15
    3. Nora Baka, Sieger Leenstra, Theo van Walsum
      Pages 16-25
    4. Antal Horváth, Simon Pezold, Matthias Weigel, Katrin Parmar, Oliver Bieri, Philippe Cattin
      Pages 26-37
    5. Xing Ji, Guoyan Zheng, Daniel Belavy, Dong Ni
      Pages 38-48
  3. Localization

    1. Front Matter
      Pages 49-49
    2. Paul A. Bromiley, Eleni P. Kariki, Judith E. Adams, Timothy F. Cootes
      Pages 51-63
    3. S. M. Masudur Rahman Al Arif, Michael Gundry, Karen Knapp, Greg Slabaugh
      Pages 64-76
    4. Xiaomeng Li, Qi Dou, Hao Chen, Chi-Wing Fu, Pheng-Ann Heng
      Pages 85-91
  4. Computer Aided Diagnosis and Intervention

    1. Front Matter
      Pages 103-103
    2. Dejan Knez, Janez Mohar, Robert J. Cirman, Boštjan Likar, Franjo Pernuš, Tomaž Vrtovec
      Pages 105-115
    3. Yinong Wang, Jianhua Yao, Joseph E. Burns, Jiamin Liu, Ronald M. Summers
      Pages 116-124
    4. Longwei Fang, Zuowei Wang, Zhiqiang Chen, Fengzeng Jian, Huiguang He
      Pages 125-134
    5. William Mandel, Robert Korez, Marie-Lyne Nault, Stefan Parent, Samuel Kadoury
      Pages 135-145
  5. Back Matter
    Pages 147-147

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 4th International Workshop and Challenge on Computational Methods and Clinical Applications for Spine Imaging, CSI 2016, held in conjunction with MICCAI 2016, in Athens, Greece, in October 2016.


The 13 workshop papers were carefully reviewed and selected for inclusion in this volume. They aim at reviewing the state-of-the-art techniques, sharing the novel and emerging analysis and visualization techniques and discussing the clinical challenges and open problems in this rapidly growing field - including all major aspects of problems related to spine imaging, including clinical applications of spine imaging, computer aided diagnosis of spine conditions, computer aided detection of spine-related diseases, emerging computational imaging techniques for spinal diseases, fast 3D reconstruction of spine, feature extraction, multiscale analysis, pattern recognition, image enhancement of spine imaging, image-guided spine intervention and treatment, multimodal image registration and fusion for spine imaging, novel visualization techniques, segmentation techniques for spine imaging, statistical and geometric modeling for spine and vertebra, spine and vertebra localization.

Keywords

biomedical engineering computer vision computer-aided diagnosis image analysis visualization techniques 2D/3D registration 3D reconstruction classification convulutional neural networks localization machine learning multiple sclerosis quantitative medical imaging random forest segmentation spine imaging variational segmentation vertebrae analysis WMGM segmentation x-ray images

Editors and affiliations

  • Jianhua Yao
    • 1
  • Tomaž Vrtovec
    • 2
  • Guoyan Zheng
    • 3
  • Alejandro Frangi
    • 4
  • Ben Glocker
    • 5
  • Shuo Li
    • 6
  1. 1.National Institutes of Health BethesdaUSA
  2. 2.University of Ljubljana LjubljanaSlovenia
  3. 3.University of Bern BernSwitzerland
  4. 4.University of Sheffield SheffieldUnited Kingdom
  5. 5.Imperial College London LondonUnited Kingdom
  6. 6.University of Western OntarioLondonCanada

Bibliographic information

  • Copyright Information Springer International Publishing AG 2016
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-55049-7
  • Online ISBN 978-3-319-55050-3
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349