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Information Processing in Medical Imaging

24th International Conference, IPMI 2015, Sabhal Mor Ostaig, Isle of Skye, UK, June 28 - July 3, 2015, Proceedings

  • Sebastien Ourselin
  • Daniel C. Alexander
  • Carl-Fredrik Westin
  • M. Jorge Cardoso

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9123)

Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 9123)

Table of contents

  1. Front Matter
    Pages I-XIX
  2. Probabilistic Graphical Models

    1. Front Matter
      Pages 1-1
    2. M. Jorge Cardoso, Carole H. Sudre, Marc Modat, Sebastien Ourselin
      Pages 17-29
    3. Nematollah K. Batmanghelich, Ardavan Saeedi, Michael Cho, Raul San Jose Estepar, Polina Golland
      Pages 30-42
  3. MRI Reconstruction

    1. Front Matter
      Pages 43-43
    2. Lipeng Ning, Kawin Setsompop, Oleg Michailovich, Nikos Makris, Carl-Fredrik Westin, Yogesh Rathi
      Pages 57-68
    3. Benoit Scherrer, Onur Afacan, Maxime Taquet, Sanjay P. Prabhu, Ali Gholipour, Simon K. Warfield
      Pages 69-81
  4. Clustering

    1. Front Matter
      Pages 83-83
    2. Ali Gooya, Karim Lekadir, Xenia Alba, Andrew J. Swift, Jim M. Wild, Alejandro F. Frangi
      Pages 98-109
  5. Statistical Methods

    1. Front Matter
      Pages 111-111
    2. Bernard Ng, Jean Baptiste Poline, Bertrand Thirion, Michael Greicius, IMAGEN Consortium
      Pages 113-124
  6. Longitudinal Analysis

    1. Front Matter
      Pages 137-137
    2. Yi Hong, Nikhil Singh, Roland Kwitt, Marc Niethammer
      Pages 139-151
    3. Wolf-Dieter Vogl, Sebastian M. Waldstein, Bianca S. Gerendas, Christian Simader, Ana-Maria Glodan, Dominika Podkowinski et al.
      Pages 152-163
  7. Microstructure Imaging

    1. Front Matter
      Pages 165-165
    2. Rutger Fick, Demian Wassermann, Marco Pizzolato, Rachid Deriche
      Pages 167-178
    3. Damien J. McHugh, Fenglei Zhou, Penny L. Hubbard Cristinacce, Josephine H. Naish, Geoffrey J. M. Parker
      Pages 179-190
  8. Shape Analysis

    1. Front Matter
      Pages 191-191
    2. Boris A. Gutman, P. Thomas Fletcher, M. Jorge Cardoso, Greg M. Fleishman, Marco Lorenzi, Paul M. Thompson et al.
      Pages 205-218
  9. Multi-atlas Fusion

    1. Front Matter
      Pages 219-219
    2. Lisa M. Koch, Martin Rajchl, Tong Tong, Jonathan Passerat-Palmbach, Paul Aljabar, Daniel Rueckert
      Pages 221-232
    3. C. Wachinger, M. Toews, G. Langs, W. Wells, P. Golland
      Pages 233-245
  10. Fast Image Registration

    1. Front Matter
      Pages 247-247
    2. Miaomiao Zhang, P. Thomas Fletcher
      Pages 249-260
    3. A. Gramfort, G. Peyré, M. Cuturi
      Pages 261-272
  11. Deformation Models

    1. Front Matter
      Pages 273-273
    2. Pietro Gori, Olivier Colliot, Linda Marrakchi-Kacem, Yulia Worbe, Alexandre Routier, Cyril Poupon et al.
      Pages 275-287
    3. Peter Fischer, Thomas Pohl, Thomas Köhler, Andreas Maier, Joachim Hornegger
      Pages 288-299
  12. Poster Papers

    1. Front Matter
      Pages 301-301
    2. Xiaofan Zhang, Hai Su, Lin Yang, Shaoting Zhang
      Pages 303-314
    3. Nima Tajbakhsh, Suryakanth R. Gurudu, Jianming Liang
      Pages 327-338
    4. Matthew Toews, Christian Wachinger, Raul San Jose Estepar, William M. Wells III
      Pages 339-350
    5. Christian F. Baumgartner, Alberto Gomez, Lisa M. Koch, James R. Housden, Christoph Kolbitsch, Jamie R. McClelland et al.
      Pages 363-374
    6. Jiaqi Sun, Elham Sakhaee, Alireza Entezari, Baba C. Vemuri
      Pages 375-386
    7. Alexander Schmidt-Richberg, Ricardo Guerrero, Christian Ledig, Helena Molina-Abril, Alejandro F. Frangi, Daniel Rueckert et al.
      Pages 387-398
    8. Anand A. Joshi, Ronald Salloum, Chitresh Bhushan, Richard M. Leahy
      Pages 399-410
    9. Zhengyu Su, Wei Zeng, Yalin Wang, Zhong-Lin Lu, Xianfeng Gu
      Pages 411-423
    10. Murat Bilgel, Bruno Jedynak, Dean F. Wong, Susan M. Resnick, Jerry L. Prince
      Pages 424-436
    11. Thomas Schlegl, Sebastian M. Waldstein, Wolf-Dieter Vogl, Ursula Schmidt-Erfurth, Georg Langs
      Pages 437-448
    12. Zhennan Yan, Yiqiang Zhan, Zhigang Peng, Shu Liao, Yoshihisa Shinagawa, Dimitris N. Metaxas et al.
      Pages 449-461
    13. Karl-Heinz Nenning, Kathrin Kollndorfer, Veronika Schöpf, Daniela Prayer, Georg Langs
      Pages 462-473
    14. Herve Lombaert, Michael Arcaro, Nicholas Ayache
      Pages 474-487
    15. Hongzhi Wang, Yu Cao, Tanveer F. Syed-Mahmood
      Pages 488-500

About these proceedings

Introduction

This book constitutes the proceedings of the 24th International Conference on Information Processing in Medical Imaging, IPMI 2015, held at the Sabhal Mor Ostaig College on the Isle of Skye, Scotland, UK, in June/July 2015.

The 22 full papers and 41 poster papers presented in this volume were carefully reviewed and selected from 195 submissions. They were organized in topical sections named: probabilistic graphical models; MRI reconstruction; clustering; statistical methods; longitudinal analysis; microstructure imaging; shape analysis; multi-atlas fusion; fast image registration; deformation models; and the poster session.

Keywords

3D images bayesian analysis computational biology continuous optimization differential equations discrete optimization graph theory image registration image segmentation imaging kernel methods machine learning magnetic resonance imaging population genetics probabilistic algorithms probabilistic inference problems probabilistic representations semi-supervised learning ultrasound images unsupervised learning

Editors and affiliations

  • Sebastien Ourselin
    • 1
  • Daniel C. Alexander
    • 2
  • Carl-Fredrik Westin
    • 3
  • M. Jorge Cardoso
    • 4
  1. 1.Centre for Medical Image ComputingUniversity College LondonLondonUnited Kingdom
  2. 2.Centre for Medical Image ComputingUniversity College LondonLondonUnited Kingdom
  3. 3.Dept. of RadiologyHarvard Medical School Brigham and Women's HospitalBostonUSA
  4. 4.Centre for Medical Image ComputingUniversity College LondonLondonUnited Kingdom

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-19992-4
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-19991-7
  • Online ISBN 978-3-319-19992-4
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site