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

By: El-Baz, Ayman S [author.].
Contributor(s): Gimelfarb, Georgii Lvovich [author.] | Suri, Jasjit S [author.].
Material type: materialTypeLabelBookPublisher: Boca Raton : CRC Press, [2016]Copyright date: ©2016Description: 1 online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9780429167720.Subject(s): Diagnostic imaging | Diagnostic imaging -- MathematicsAdditional physical formats: Print version: : No titleDDC classification: 616.0754 Online resources: Click here to view.
Contents:
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.
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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.

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