Advertisement

Patch-Based Techniques in Medical Imaging

4th International Workshop, Patch-MI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings

  • Wenjia Bai
  • Gerard Sanroma
  • Guorong Wu
  • Brent C. Munsell
  • Yiqiang Zhan
  • Pierrick Coupé
Conference proceedings Patch-MI 2018

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11075)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 11075)

Table of contents

  1. Front Matter
    Pages I-X
  2. Image Denoising

    1. Front Matter
      Pages 1-1
    2. Michael Green, Edith M. Marom, Eli Konen, Nahum Kiryati, Arnaldo Mayer
      Pages 3-11
    3. José V. Manjón, Pierrick Coupe
      Pages 12-19
    4. Lee B. Reid, Ashley Gillman, Alex M. Pagnozzi, José V. Manjón, Jurgen Fripp
      Pages 20-27
  3. Image Registration and Matching

    1. Front Matter
      Pages 37-37
    2. Florian Tilquin, Pierre-Henri Conze, Patrick Pessaux, Mathieu Lamard, Gwenolé Quellec, Vincent Noblet et al.
      Pages 39-47
    3. Min-Gyu Park, Ju Hong Yoon, Youngbae Hwang
      Pages 48-56
  4. Image Classification and Detection

    1. Front Matter
      Pages 57-57
    2. Fan Zhang, Junlin Yang, Nariman Nezami, Fabian Laage-gaupp, Julius Chapiro, Ming De Lin et al.
      Pages 59-66
    3. Dario Augusto Borges Oliveira, Matheus Palhares Viana
      Pages 67-75
    4. Roxane Licandro, Johannes Hofmanninger, Marc-André Weber, Bjoern Menze, Georg Langs
      Pages 76-84
  5. Brain Image Analysis

    1. Front Matter
      Pages 93-93
    2. Pierrick Coupé, Thomas Tourdias, Pierre Linck, José E. Romero, José V. Manjón
      Pages 95-103
    3. Sandra González-Villà, Yuankai Huo, Arnau Oliver, Xavier Lladó, Bennett A. Landman
      Pages 104-113
    4. Egor Krivov, Valery Kostjuchenko, Alexandra Dalechina, Boris Shirokikh, Gleb Makarchuk, Alexander Denisenko et al.
      Pages 122-129
  6. Retinal Image Analysis

    1. Front Matter
      Pages 131-131
    2. Carles Ventura, Jordi Pont-Tuset, Sergi Caelles, Kevis-Kokitsi Maninis, Luc Van Gool
      Pages 133-143
  7. Back Matter
    Pages 145-145

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 4th International Workshop on Patch-Based Techniques in Medical Images, Patch-MI 2018, held in conjunction with MICCAI 2018, in Granada, Spain, in September 2018.

The 15 full papers presented were carefully reviewed and selected from 17 submissions. The papers are organized in the following topical sections: Image Denoising¸ Image Registration and Matching, Image Classification and Detection, Brain Image Analysis, and Retinal Image Analysis.

Keywords

Artificial intelligence Computer vision Computer-aided diagnostic Image analysis Image processing Image reconstruction Image registration Image segmentation Life and medical sciences Machine learning Medical imaging Neural networks Signal processing Support Vector Machines (SVM)

Editors and affiliations

  • Wenjia Bai
    • 1
  • Gerard Sanroma
    • 2
  • Guorong Wu
    • 3
  • Brent C. Munsell
    • 4
  • Yiqiang Zhan
    • 5
  • Pierrick Coupé
    • 6
  1. 1.Imperial College LondonLondonUK
  2. 2.German Center for Neurodegenerative DiseasesBonnGermany
  3. 3.University of North Carolina at Chapel HillChapel HillUSA
  4. 4.College of CharlestonCharlestonUSA
  5. 5.Shanghai Jiao Tong UniversityShanghaiChina
  6. 6.University of BordeauxTalence CedexFrance

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-00500-9
  • Copyright Information Springer Nature Switzerland AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-00499-6
  • Online ISBN 978-3-030-00500-9
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
Industry Sectors
Pharma
Materials & Steel
Automotive
Biotechnology
Finance, Business & Banking
Electronics
IT & Software
Telecommunications
Consumer Packaged Goods
Energy, Utilities & Environment
Aerospace
Engineering