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

Spatio-temporal Regularization for Longitudinal Registration to anUnbiased 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 NeonatesUsing 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 ConsistentCortical 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.