Stochastic Modeling for Medical Image Analysis
Published on 18. November 2015
304 pages
978-1-4665-9908-6 (ISBN)
Description
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
More details
Language
English
Place of publication
Baton Rouge
United States
Publishing group
Taylor & Francis Inc
Target group
College/higher education
File size
169,30 MB
ISBN-13
978-1-4665-9908-6 (9781466599086)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions
Ayman El-Baz | Georgy Gimel'farb | Jasjit S. Suri
Stochastic Modeling for Medical Image Analysis
Book
12/2021
1st Edition
CRC Press
€97.50
Shipment within 10-20 days
Ayman El-Baz | Georgy Gimel'farb | Jasjit S. Suri
Stochastic Modeling for Medical Image Analysis
Book
11/2015
1st Edition
CRC Press
€297.12
Shipment within 15-20 days
Persons
Ayman El-Baz, PhD, associate professor, Department of Bioengineering, University of Louisville, Kentucky, USA
Georgy Gimel'farb, professor of computer science, University of Auckland, New Zealand
Jasjit S. Suri, PhD, MBA, CEO, Global Biomedical Technologies, Inc., Roseville, California, USA
Georgy Gimel'farb, professor of computer science, University of Auckland, New Zealand
Jasjit S. Suri, PhD, MBA, CEO, Global Biomedical Technologies, Inc., Roseville, California, USA
Content
Medical Imaging Modalities. From Images to Graphical Models. IRF Models: Estimating Marginals. Markov-Gibbs Random Field Models: Estimating Signal Interactions. Applications: Image Alignment. Segmenting Multimodal Images. Segmenting with Deformable Models. Segmenting with Shape and Appearance Priors. Cine Cardiac MRI Analysis. Sizing Cardiac Pathologies.
