El-Baz, Ayman S.,

Stochastic modeling for medical image analysis / Ayman El-Baz, Georgy Gimelfarb, and Jasjit S. Suri. - 1 online resource

Includes bibliographical references (pages 257-276) and index.

1. Medical imaging modalities -- 2. From images to graphical models -- 3. IRF models : estimating marginals -- 4. Markov-Gibbs models : estimating signal interactions -- 5. Applications : image alignment -- 6. Segmenting multimodal images -- 7. Segmenting with deformable models -- 8. Segmenting with shapeand appearance priors -- 9. Cine cardiac MRI analysis -- 10. Sizing cardiac pathologies.

9780429167720

10.1201/b19253 doi


Diagnostic imaging.
Diagnostic imaging--Mathematics.

RC78.7.D53 / E43 2016

616.0754 / E373