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Patch-Based Techniques in Medical Imaging

First International Workshop, Patch-MI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers

  • Guorong Wu
  • Pierrick Coupé
  • Yiqiang Zhan
  • Brent Munsell
  • Daniel Rueckert
Conference proceedings Patch-MI 2015

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9467)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 9467)

Table of contents

  1. Front Matter
    Pages I-IX
  2. Le An, Pei Zhang, Ehsan Adeli-Mosabbeb, Yan Wang, Guangkai Ma, Feng Shi et al.
    Pages 1-9
  3. Lichi Zhang, Qian Wang, Yaozong Gao, Guorong Wu, Dinggang Shen
    Pages 19-27
  4. Li Wang, Feng Shi, Yaozong Gao, Gang Li, Weili Lin, Dinggang Shen
    Pages 28-36
  5. Qian Wang, Guorong Wu, Dinggang Shen
    Pages 46-53
  6. Refael Vivanti, Ariel Ephrat, Leo Joskowicz, Naama Lev-Cohain, Onur A. Karaaslan, Jacob Sosna
    Pages 54-61
  7. Geng Chen, Pei Zhang, Ke Li, Chong-Yaw Wee, Yafeng Wu, Dinggang Shen et al.
    Pages 62-70
  8. Liang Zhao, Zhigang Peng, Klaus Finkler, Anna Jerebko, Jason J. Corso, Xiang (Sean) Zhou
    Pages 71-78
  9. Hao Pan, Zheng Xu, Junzhou Huang
    Pages 87-94
  10. Chaowei Tan, Zhennan Yan, Kang Li, Dimitris Metaxas, Shaoting Zhang
    Pages 95-103
  11. Shumao Pang, Zhentai Lu, Wei Yang, Yao Wu, Zixiao Lu, Liming Zhong et al.
    Pages 104-111
  12. Pedro A. Gómez, Cagdas Ulas, Jonathan I. Sperl, Tim Sprenger, Miguel Molina-Romero, Marion I. Menzel et al.
    Pages 112-119
  13. Andre Hallack, Bartłomiej W. Papież, James Wilson, Lai Mun Wang, Tim Maughan, Mark J. Gooding et al.
    Pages 137-145
  14. Korsuk Sirinukunwattana, Shan E. Ahmed Raza, Yee-Wah Tsang, David Snead, Ian Cree, Nasir Rajpoot
    Pages 154-162
  15. Ashish Phophalia, Suman K. Mitra
    Pages 163-171
  16. Erhard T. Næss-Schmidt, Anna Tietze, Irene K. Mikkelsen, Mikkel Petersen, Jakob U. Blicher, Pierrick Coupé et al.
    Pages 180-187
  17. Abinash Pant, David Rivest-Hénault, Pierrick Bourgeat
    Pages 205-213
  18. Back Matter
    Pages 215-216

About these proceedings

Introduction

This book constitutes the thoroughly refereed post-workshop proceedings of the First International Workshop on Patch-based Techniques in Medical Images, Patch-MI 2015, which was held in conjunction with MICCAI 2015, in Munich, Germany, in October 2015.

The 25 full papers presented in this volume were carefully reviewed and selected from 35 submissions. The topics covered are such as image segmentation of anatomical structures or lesions; image enhancement; computer-aided prognostic and diagnostic; multi-modality fusion; mono and multi modal image synthesis; image retrieval; dynamic, functional physiologic and anatomic imaging; super-pixel/voxel in medical image analysis; sparse dictionary learning and sparse coding; analysis of 2D, 2D+t, 3D, 3D+t, 4D, and 4D+t data.

Keywords

Image enhancement Image segmentation Multi-modality fusion Neural network Sparse representation Cell orientation Convolutional neural networks Dictionary learning Generative model Histology image analysis Image denoising Image registration Image retrieve Image synthesis Linear regression MRI Patch-based segmentation Random forest Rough set theory Super pixel

Editors and affiliations

  • Guorong Wu
    • 1
  • Pierrick Coupé
    • 2
  • Yiqiang Zhan
    • 3
  • Brent Munsell
    • 4
  • Daniel Rueckert
    • 5
  1. 1.Univers of North Carolina at Chapel HillChapel HillUSA
  2. 2.Bordeaux UniversityBordeauxFrance
  3. 3.Siemens HealthcareMalvernUSA
  4. 4.College of CharlestonCharlestonUSA
  5. 5.Imperial College LondonLondonUnited Kingdom

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-28194-0
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-28193-3
  • Online ISBN 978-3-319-28194-0
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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