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 /

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 r...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Durrleman, Stanley (Editor ), Fletcher, Tom (Editor ), Gerig, Guido (Editor ), Niethammer, Marc (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
Edición:1st ed. 2012.
Colección:Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 7570
Temas:
Computer vision.
Pattern recognition systems.
Artificial intelligence.
Computer graphics.
Algorithms.
Radiology.
Computer Vision.
Automated Pattern Recognition.
Artificial Intelligence.
Computer Graphics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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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