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Patch-Based Techniques in Medical Imaging

Third International Workshop, Patch-MI 2017, Held in Conjunction with MICCAI 2017, Quebec City, QC, Canada, September 14, 2017, Proceedings

  • Guorong Wu
  • Brent C. Munsell
  • Yiqiang Zhan
  • Wenjia Bai
  • Gerard Sanroma
  • Pierrick Coupé

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10530)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 10530)

Table of contents

  1. Front Matter
    Pages I-XI
  2. Multi-atlas Segmentation

    1. Front Matter
      Pages 1-1
    2. Yuankai Huo, Susan M. Resnick, Bennett A. Landman
      Pages 3-11
    3. Longwei Fang, Lichi Zhang, Dong Nie, Xiaohuan Cao, Khosro Bahrami, Huiguang He et al.
      Pages 12-19
    4. Aaron Carass, Muhan Shao, Xiang Li, Blake E. Dewey, Ari M. Blitz, Snehashis Roy et al.
      Pages 20-28
    5. Oualid M. Benkarim, Gemma Piella, Miguel Angel González Ballester, Gerard Sanroma
      Pages 37-44
  3. Segmentation

    1. Front Matter
      Pages 45-45
    2. Moti Freiman, Hannes Nickisch, Holger Schmitt, Pal Maurovich-Horvat, Patrick Donnelly, Mani Vembar et al.
      Pages 47-54
    3. Qian Wang, Shaoyu Wang, Xiaofeng Zhu, Tianyi Liu, Zachary Humphrey, Vladimir Ghukasyan et al.
      Pages 55-62
  4. Alzheimer’s Disease

    1. Front Matter
      Pages 63-63
    2. Lichi Zhang, Han Zhang, Xiaobo Chen, Qian Wang, Pew-Thian Yap, Dinggang Shen
      Pages 65-73
    3. Gerard Sanroma, Víctor Andrea, Oualid M. Benkarim, José V. Manjón, Pierrick Coupé, Oscar Camara et al.
      Pages 74-81
    4. Kilian Hett, Vinh-Thong Ta, José V. Manjón, Pierrick Coupé, the Alzheimer’s Disease Neuroimaging Initiative
      Pages 82-89
  5. Reconstruction, Denoising, Super-Resolution

    1. Front Matter
      Pages 91-91
    2. Kai Nagara, Holger R. Roth, Shota Nakamura, Hirohisa Oda, Takayasu Moriya, Masahiro Oda et al.
      Pages 93-101
    3. Michael Green, Edith M. Marom, Nahum Kiryati, Eli Konen, Arnaldo Mayer
      Pages 102-110
    4. Manyou Ma, Robert Rohling, Lutz Lampe
      Pages 111-118
  6. Tumor, Lesion

    1. Front Matter
      Pages 119-119
    2. Zhantao Cao, Lixin Duan, Guowu Yang, Ting Yue, Qin Chen, Huazhu Fu et al.
      Pages 121-128
    3. Maayan Frid-Adar, Idit Diamant, Eyal Klang, Michal Amitai, Jacob Goldberger, Hayit Greenspan
      Pages 129-137
    4. Mengjin Dong, Ipek Oguz, Nagesh Subbana, Peter Calabresi, Russell T. Shinohara, Paul Yushkevich
      Pages 138-145
  7. Classification, Retrieval

    1. Front Matter
      Pages 147-147
    2. Oscar Jimenez-del-Toro, Sebastian Otálora, Manfredo Atzori, Henning Müller
      Pages 149-157
  8. Back Matter
    Pages 167-168

About these proceedings

Introduction

This book constitutes the refereed proceedings of the Third International Workshop on Patch-Based Techniques in Medical Images, Patch-MI 2017, which was held in conjunction with MICCAI 2017, in Quebec City, QC, Canada, in September 2017.

The 18 regular papers presented in this volume were carefully reviewed and selected from 26 submissions. The papers are organized in topical sections on multi-atlas segmentation; segmentation; Alzheimer’s disease; reconstruction, denoising, super-resolution; tumor, lesion; and classification, retrival.

Keywords

Artificial intelligence Computer vision Computer-aided diagnostic Image analysis Image processing Image reconstruction Image segmentation Learning systems Life and medical sciences Medical imaging Neural networks

Editors and affiliations

  • Guorong Wu
    • 1
  • Brent C. Munsell
    • 2
  • Yiqiang Zhan
    • 3
  • Wenjia Bai
    • 4
  • Gerard Sanroma
    • 5
  • Pierrick Coupé
    • 6
  1. 1.University of North Carolina at Chapel HillChapel HillUSA
  2. 2.College of CharlestonCharlestonUSA
  3. 3.Siemens Medical SolutionsMalvernUSA
  4. 4.Imperical College LondonLondonUnited Kingdom
  5. 5.Pompeu Fabra UniversityBarcelonaSpain
  6. 6.Bordeaux UniversityTalence CedexFrance

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-67434-6
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-67433-9
  • Online ISBN 978-3-319-67434-6
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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