Book Volume 9123 2015

Information Processing in Medical Imaging

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

ISBN: 978-3-319-19991-7 (Print) 978-3-319-19992-4 (Online)

Table of contents (63 chapters)

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  1. Front Matter

    Pages I-XIX

  2. Probabilistic Graphical Models

    1. Front Matter

      Pages 1-1

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      Chapter

      Pages 3-16

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

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      Chapter

      Pages 17-29

      Template-Based Multimodal Joint Generative Model of Brain Data

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      Chapter

      Pages 30-42

      Generative Method to Discover Genetically Driven Image Biomarkers

  3. MRI Reconstruction

    1. Front Matter

      Pages 43-43

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      Chapter

      Pages 45-56

      A Joint Acquisition-Estimation Framework for MR Phase Imaging

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      Chapter

      Pages 57-68

      A Compressed-Sensing Approach for Super-Resolution Reconstruction of Diffusion MRI

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      Chapter

      Pages 69-81

      Accelerated High Spatial Resolution Diffusion-Weighted Imaging

  4. Clustering

    1. Front Matter

      Pages 83-83

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      Chapter

      Pages 85-97

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

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      Chapter

      Pages 98-109

      Joint Clustering and Component Analysis of Correspondenceless Point Sets: Application to Cardiac Statistical Modeling

  5. Statistical Methods

    1. Front Matter

      Pages 111-111

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      Chapter

      Pages 113-124

      Bootstrapped Permutation Test for Multiresponse Inference on Brain Behavior Associations

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      Chapter

      Pages 125-136

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

  6. Longitudinal Analysis

    1. Front Matter

      Pages 137-137

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      Chapter

      Pages 139-151

      Group Testing for Longitudinal Data

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      Chapter

      Pages 152-163

      Spatio-Temporal Signatures to Predict Retinal Disease Recurrence

  7. Microstructure Imaging

    1. Front Matter

      Pages 165-165

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      Chapter

      Pages 167-178

      A Unifying Framework for Spatial and Temporal Diffusion in Diffusion MRI

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      Chapter

      Pages 179-190

      Ground Truth for Diffusion MRI in Cancer: A Model-Based Investigation of a Novel Tissue-Mimetic Material

  8. Shape Analysis

    1. Front Matter

      Pages 191-191

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      Chapter

      Pages 193-204

      Anisotropic Distributions on Manifolds: Template Estimation and Most Probable Paths

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      Chapter

      Pages 205-218

      A Riemannian Framework for Intrinsic Comparison of Closed Genus-Zero Shapes

  9. Multi-atlas Fusion

    1. Front Matter

      Pages 219-219

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      Chapter

      Pages 221-232

      Multi-atlas Segmentation as a Graph Labelling Problem: Application to Partially Annotated Atlas Data

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      Chapter

      Pages 233-245

      Keypoint Transfer Segmentation

  10. Fast Image Registration

    1. Front Matter

      Pages 247-247

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      Chapter

      Pages 249-260

      Finite-Dimensional Lie Algebras for Fast Diffeomorphic Image Registration

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      Chapter

      Pages 261-272

      Fast Optimal Transport Averaging of Neuroimaging Data

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