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
Conference proceedings IPMI 2015

DOI: 10.1007/978-3-319-19992-4

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

Table of contents (63 papers)

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

    1. Front Matter
      Pages 1-1
    2. Template-Based Multimodal Joint Generative Model of Brain Data
      M. Jorge Cardoso, Carole H. Sudre, Marc Modat, Sebastien Ourselin
      Pages 17-29
    3. Generative Method to Discover Genetically Driven Image Biomarkers
      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. A Compressed-Sensing Approach for Super-Resolution Reconstruction of Diffusion MRI
      Lipeng Ning, Kawin Setsompop, Oleg Michailovich, Nikos Makris, Carl-Fredrik Westin, Yogesh Rathi
      Pages 57-68
    3. Accelerated High Spatial Resolution Diffusion-Weighted Imaging
      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. Joint Clustering and Component Analysis of Correspondenceless Point Sets: Application to Cardiac Statistical Modeling
      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. Bootstrapped Permutation Test for Multiresponse Inference on Brain Behavior Associations
      Bernard Ng, Jean Baptiste Poline, Bertrand Thirion, Michael Greicius, IMAGEN Consortium
      Pages 113-124
  6. Longitudinal Analysis

    1. Front Matter
      Pages 137-137
    2. Group Testing for Longitudinal Data
      Yi Hong, Nikhil Singh, Roland Kwitt, Marc Niethammer
      Pages 139-151
    3. Spatio-Temporal Signatures to Predict Retinal Disease Recurrence
      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. A Unifying Framework for Spatial and Temporal Diffusion in Diffusion MRI
      Rutger Fick, Demian Wassermann, Marco Pizzolato, Rachid Deriche
      Pages 167-178

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

  • 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