Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data: Third International Workshop, STIA 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 18, 2014, Revised Selected Papers

✍ Scribed by Stanley Durrleman, Tom Fletcher, Guido Gerig, Marc Niethammer, Xavier Pennec (eds.)

Publisher: Springer International Publishing
Year: 2015
Tongue: English
Leaves: 94
Series: Lecture Notes in Computer Science 8682 Image Processing, Computer Vision, Pattern Recognition, and Graphics
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

This book constitutes the thoroughly refereed post-conference proceedings of the Third International Workshop on Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data, STIA 2014, held in conjunction with MICCAI 2014 in Boston, MA, USA, in September 2014.

The 7 papers presented in this volume were carefully reviewed and selected from 15 submissions. They are organized in topical sections named: longitudinal registration and shape modeling, longitudinal modeling, reconstruction from longitudinal data, and 4D image processing.

✦ Table of Contents

Front Matter....Pages I-X
Front Matter....Pages 1-1
Prefrontal Cortical Folding of the Preterm Brain: A Longitudinal Analysis of Preterm-Born Neonates....Pages 3-12
A Locally Linear Method for Enforcing Temporal Smoothness in Serial Image Registration....Pages 13-24
Front Matter....Pages 25-25
Construction of a 4D Brain Atlas and Growth Model Using Diffeomorphic Registration....Pages 27-37
Is It Possible to Differentiate the Impact of Pediatric Monophasic Demyelinating Disorders and Multiple Sclerosis After a First Episode of Demyelination?....Pages 38-48
Joint Longitudinal Modeling of Brain Appearance in Multimodal MRI for the Characterization of Early Brain Developmental Processes....Pages 49-63
Front Matter....Pages 65-65
Longitudinal Guided Super-Resolution Reconstruction of Neonatal Brain MR Images....Pages 67-76
Front Matter....Pages 77-77
Using the Fourth Dimension to Distinguish Between Structures for Anisotropic Diffusion Filtering in 4D CT Perfusion Scans....Pages 79-87
Back Matter....Pages 89-89

✦ Subjects

Artificial Intelligence (incl. Robotics); Computer Graphics; Algorithm Analysis and Problem Complexity; Imaging / Radiology

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