Stochastic Modeling for Medical Image Analysis
eBook - PDF

Stochastic Modeling for Medical Image Analysis

  1. 304 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Stochastic Modeling for Medical Image Analysis

About this book

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

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Yes, you can access Stochastic Modeling for Medical Image Analysis by Ayman El-Baz,Georgy Gimel’farb,Jasjit S. Suri,Georgy Gimel'farb in PDF and/or ePUB format, as well as other popular books in Medicine & Biotechnology in Medicine. We have over one million books available in our catalogue for you to explore.

Information

Publisher
CRC Press
Year
2015
Print ISBN
9781466599079
eBook ISBN
9781466599086

Table of contents

  1. Front Cover
  2. Contents
  3. Notations
  4. Preface
  5. Abbreviations
  6. Chapter 1 - Medical Imaging Modalities
  7. Chapter 2 - From Images to Graphical Models
  8. Chapter 3 - IRF Models: Estimating Marginals
  9. Chapter 4 - Markov-Gibbs Random Field Models: Estimating Signal Interactions
  10. Chapter 5 - Applications: Image Alignment
  11. Chapter 6 - Segmenting Multimodal Images
  12. Chapter 7 - Segmenting with Deformable Models
  13. Chapter 8 - Segmenting with Shape and Appearance Priors
  14. Chapter 9 - Cine Cardiac MRI Analysis
  15. Chapter 10 - Sizing Cardiac Pathologies
  16. References
  17. Back Cover