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

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


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About the Book

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.


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Product Details
  • ISBN-13: 9783642335549
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Edition: 2012 ed.
  • Language: English
  • Returnable: Y
  • Spine Width: 10 mm
  • Weight: 308 gr
  • ISBN-10: 3642335543
  • Publisher Date: 23 Aug 2012
  • Binding: Paperback
  • Height: 234 mm
  • No of Pages: 163
  • Series Title: Lecture Notes in Computer Science / Image Processing, Computer Vision, Pattern Recognition, and Graphics
  • Sub Title: Second International Workshop, Stia 2012, Held in Conjunction with Miccai 2012, Nice, France, October 1, 2012, Proceedings
  • Width: 156 mm


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