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Stochastic Modeling for Medical Image Analysis (Hardcover) (Ayman El-baz & Georgy Gimelu2019farb &

Stochastic Modeling for Medical Image Analysis (Hardcover) (Ayman El-baz & Georgy Gimelu2019farb & - image 1 of 1

About this item

Stochastic modeling facilitates an understanding of natural phenomena depicted in medical anatomical and functional (dynamic) MRI and CT images. This textbook details efficient stochastic modeling techniques, including (i) shape models of objects-of-interest; (ii) shape and visual appearance models based on analytic knowledge of 2nd- or higher-order non-parametric Markov-Gibbs random fields, and (iii) appearance models based on precise unsupervised knowledge of a mixture of pseudo-distributions approximating an empirical marginal probability distribution of pixel/voxel intensities.

Number of Pages: 284
Genre: Medical, Science, Technology
Sub-Genre: Biotechnology, Physics
Format: Hardcover
Publisher: Taylor & Francis
Author: Ayman El-baz & Georgy Gimelu2019farb & Jasjit S. Suri
Language: English
Street Date: November 19, 2015
TCIN: 50880825
UPC: 9781466599079
Item Number (DPCI): 248-12-4672
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