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Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data

Second International Workshop, STIA 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 1, 2012, Proceedings

  • Conference proceedings
  • © 2012

Overview

Editors:
  1. Stanley Durrleman

    1. INRIA, Institut du Cerveau et de la Moelle épinière (ICM), Pitié Salpêtrière Hospital, Paris, France

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  2. Tom Fletcher

    1. School of Computing, Scientific Computing and Imaging Institute SCI, University of Utah, Salt Lake City, USA

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  3. Guido Gerig

    1. School of Computing, Scientific Computing and Imaging Institute SCI, University of Utah, Salt Lake City, USA

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  4. Marc Niethammer

    1. Department of Computer Science and Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7570)

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

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Conference proceedings info: STIA 2012.

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Table of contents (13 papers)

  1. Front Matter

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  2. Longitudinal Registration and Transport

    1. Spatio-temporal Regularization for Longitudinal Registration to an Unbiased 3D Individual Template

      • Nicolas Guizard, Vladimir S. Fonov, Daniel García-Lorenzo, Bérengère Aubert-Broche, Simon F. Eskildsen, D. Louis Collins
      Pages 1-12

    2. Local vs Global Descriptors of Hippocampus Shape Evolution for Alzheimer’s Longitudinal Population Analysis

      • Jean-Baptiste Fiot, Laurent Risser, Laurent D. Cohen, Jurgen Fripp, François-Xavier Vialard
      Pages 13-24

    3. Which Reorientation Framework for the Atlas-Based Comparison of Motion from Cardiac Image Sequences?

      • Nicolas Duchateau, Mathieu De Craene, Xavier Pennec, Beatriz Merino, Marta Sitges, Bart Bijnens
      Pages 25-37

    4. Elastic Demons: Characterizing Cortical Development in Neonates Using an Implicit Surface Registration

      • Paul C. Pearlman, Ivana Išgum, Karina J. Kersbergen, Manon J. N. L. Benders, Max A. Viergever, Josien P. W. Pluim
      Pages 38-49

    5. A New Framework for Analyzing Structural Volume Changes of Longitudinal Brain MRI Data

      • Bérengère Aubert-Broche, Vladimir S. Fonov, Daniel García-Lorenzo, Abderazzak Mouiha, Nicolas Guizard, Pierrick Coupé et al.
      Pages 50-62

    6. 4D Segmentation of Longitudinal Brain MR Images with Consistent Cortical Thickness Measurement

      • Li Wang, Feng Shi, Gang Li, Dinggang Shen
      Pages 63-75

  3. Spatio-temporal Analysis for Shapes

    1. Mixed-Effects Shape Models for Estimating Longitudinal Changes in Anatomy

      • Manasi Datar, Prasanna Muralidharan, Abhishek Kumar, Sylvain Gouttard, Joseph Piven, Guido Gerig et al.
      Pages 76-87

    2. Unsupervised Learning of Shape Complexity: Application to Brain Development

      • Ahmed Serag, Ioannis S. Gousias, Antonios Makropoulos, Paul Aljabar, Joseph V. Hajnal, James P. Boardman et al.
      Pages 88-99

  4. Spatio-temporal Analysis under Appearance Changes

    1. Spatial-temporal Pharmacokinetic Model Based Registration of 4D Brain PET Data

      • Jieqing Jiao, Graham E. Searle, Andri C. Tziortzi, Cristian A. Salinas, Roger N. Gunn, Julia A. Schnabel
      Pages 100-112

    2. Predicting the Location of Glioma Recurrence after a Resection Surgery

      • Erin Stretton, Emmanuel Mandonnet, Ezequiel Geremia, Bjoern H. Menze, Hervé Delingette, Nicholas Ayache
      Pages 113-123

    3. Tracking Metastatic Brain Tumors in Longitudinal Scans via Joint Image Registration and Labeling

      • Nicha Chitphakdithai, Veronica L. Chiang, James S. Duncan
      Pages 124-136

  5. Spatio-temporal Analysis for Biology

    1. Motion-Based Segmentation for Cardiomyocyte Characterization

      • Xiaofeng Liu, Dirk Padfield
      Pages 137-146

    2. Multi-temporal Globally-Optimal Dense 3-D Cell Segmentation and Tracking from Multi-photon Time-Lapse Movies of Live Tissue Microenvironments

      • Arunachalam Narayanaswamy, Amine Merouane, Antonio Peixoto, Ena Ladi, Paul Herzmark, Ulrich Von Andrian et al.
      Pages 147-162

  6. Back Matter

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  1. Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data

Keywords

About this book

This book constitutes the refereed proceedings of the Second International Workshop on Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data, STIA 2012, held in conjunction with MICCAI 2012 in Nice, France, in October 2012. The 13 papers presented in this volume were carefully reviewed and selected from 22 submissions. They are organized in topical sections named: longitudinal registration and transport; spatio-temporal analysis for shapes; spatio-temporal analysis under appearance changes; and spatio-temporal analysis for biology.

Editors and Affiliations

  • INRIA, Institut du Cerveau et de la Moelle épinière (ICM), Pitié Salpêtrière Hospital, Paris, France

    Stanley Durrleman

  • School of Computing, Scientific Computing and Imaging Institute SCI, University of Utah, Salt Lake City, USA

    Tom Fletcher, Guido Gerig

  • Department of Computer Science and Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, USA

    Marc Niethammer

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