Stochastic Modeling for Medical Image Analysis 1st Edition by Ayman El Baz, Georgy Gimel’farb, Jasjit Suri 1466599081 9781466599086
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Product details:
ISBN 10: 1466599081
ISBN 13: 9781466599086
Author: Ayman El-Baz; Georgy Gimel’farb; Jasjit S. Suri
Stochastic Modeling for Medical Image Analysis provides a brief introduction to medical imaging, stochastic modeling, and model-guided image analysis.Today, image-guided computer-assisted diagnostics (CAD) faces two basic challenging problems. The first is the computationally feasible and accurate modeling of images from different modalities to obt
Table of contents:
1: Medical Imaging Modalities
2: From Images to Graphical Models
3: IRF Models: Estimating Marginals
4: Markov-Gibbs Random Field Models: Estimating Signal Interactions
5: Applications: Image Alignment
6: Segmenting Multimodal Images
7: Segmenting with Deformable Models
8: Segmenting with Shape and Appearance Priors
9: Cine Cardiac MRI Analysis
10: Sizing Cardiac Pathologies
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Tags: Ayman El Baz, Georgy Gimel’farb, Jasjit Suri, Stochastic