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 - Softcover

Softcover

ISBN 10: 364233556X ISBN 13: 9783642335563

Publisher: Springer, 2012

Synopsis

Spatio-temporal Regularization for Longitudinal Registration to an Unbiased 3D Individual Template.- Local vs Global Descriptors of Hippocampus Shape Evolution for Alzheimer's Longitudinal Population Analysis.- Which Reorientation Framework for the Atlas-Based Comparison of Motion from Cardiac Image Sequences?.- Elastic Demons: Characterizing Cortical Development in Neonates Using an Implicit Surface Registration.- A New Framework for Analyzing Structural Volume Changes of Longitudinal Brain MRI Data.- 4D Segmentation of Longitudinal Brain MR Images with Consistent Cortical Thickness Measurement.- Mixed-Effects Shape Models for Estimating Longitudinal Changes in Anatomy.- Unsupervised Learning of Shape Complexity: Application to Brain Development.- Spatio-temporal Analysis under Appearance Changes Spatial-temporal Pharmacokinetic Model Based Registration of 4D Brain PET Data.- Predicting the Location of Glioma Recurrence after a Resection Surgery.- Tracking Metastatic Brain Tumors in Longitudinal Scans via Joint Image Registration and Labeling.- Spatio-temporal Analysis for Biology Motion-Based Segmentation for Cardiomyocyte Characterization.- Multi-temporal Globally-Optimal Dense 3-D Cell Segmentation and Tracking from Multi-photon Time-lapse Movies of Live Tissue Microenvironments.

Edition details

• Publisher: Springer
• Publication date: 2012
• ISBN 10: 364233556X
• ISBN 13: 9783642335563
• Binding: Paperback
• Language: English
• Number of pages: 176
• Editor: Durrleman Stanley, Fletcher Tom, Gerig Guido