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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

  • Conference proceedings
  • © 2015

Overview

Editors:
  1. Sebastien Ourselin

    1. Centre for Medical Image Computing, University College London, London, United Kingdom

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  2. Daniel C. Alexander

    1. Centre for Medical Image Computing, University College London, London, United Kingdom

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  3. Carl-Fredrik Westin

    1. Dept. of Radiology, Harvard Medical School Brigham and Women's Hospital, Boston, USA

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  4. M. Jorge Cardoso

    1. Centre for Medical Image Computing, University College London, London, United Kingdom

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

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

Included in the following conference series:

Conference proceedings info: IPMI 2015.

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Table of contents (63 papers)

  1. Front Matter

    Pages I-XIX
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  2. Probabilistic Graphical Models

    1. Front Matter

      Pages 1-1
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    2. Colocalization Estimation Using Graphical Modeling and Variational Bayesian Expectation Maximization: Towards a Parameter-Free Approach

      • Suyash P. Awate, Thyagarajan Radhakrishnan
      Pages 3-16

    3. Template-Based Multimodal Joint Generative Model of Brain Data

      • M. Jorge Cardoso, Carole H. Sudre, Marc Modat, Sebastien Ourselin
      Pages 17-29

    4. 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
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    2. A Joint Acquisition-Estimation Framework for MR Phase Imaging

      • Joseph Dagher
      Pages 45-56

    3. 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

    4. 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
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    2. Joint Spectral Decomposition for the Parcellation of the Human Cerebral Cortex Using Resting-State fMRI

      • Salim Arslan, Sarah Parisot, Daniel Rueckert
      Pages 85-97

    3. 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
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    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

    3. Controlling False Discovery Rate in Signal Space for Transformation-Invariant Thresholding of Statistical Maps

      • Junning Li, Yonggang Shi, Arthur W. Toga
      Pages 125-136

  6. Longitudinal Analysis

    1. Front Matter

      Pages 137-137
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    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
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    2. A Unifying Framework for Spatial and Temporal Diffusion in Diffusion MRI

      • Rutger Fick, Demian Wassermann, Marco Pizzolato, Rachid Deriche
      Pages 167-178
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Other volumes

  1. Information Processing in Medical Imaging

Keywords

About this book

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.

Editors and Affiliations

  • Centre for Medical Image Computing, University College London, London, United Kingdom

    Sebastien Ourselin, Daniel C. Alexander, M. Jorge Cardoso

  • Dept. of Radiology, Harvard Medical School Brigham and Women's Hospital, Boston, USA

    Carl-Fredrik Westin

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