MRI Human Brain Segmentation/Classification Using Bayesian Technique: MRI Brain Segmentation by EM Algorithm

Safa, Soodabeh

ISBN 10: 3848443260 / ISBN 13: 9783848443260

Published by LAP LAMBERT Academic Publishing, 2012

About this Item

LIKE NEW. SHIPS FROM MULTIPLE LOCATIONS.

Seller Inventory # ERICA79638484432606

Bibliographic Details

• Title: MRI Human Brain Segmentation/Classification Using Bayesian Technique: MRI Brain Segmentation by EM Algorithm
• Publisher: LAP LAMBERT Academic Publishing
• Publication Date: 2012
• Language: English
• ISBN 10: 3848443260
• ISBN 13: 9783848443260
• Binding: Paperback
• Condition: Like New
• Book Type: book

About this title

Synopsis

Automatic three-dimensional (3-D) segmentation of the magnetic resonance (MR) scans is a challenging problem that has received an enormous amount of attention lately. Quantitative analysis of signal intensity on MRI changes and their correlation with clinical finding provide important information to diagnose of many neurodegenerative and psychiatric diseases. After the enhancement of images and brain extraction, brain segmentation is the next level. As a result, brain segmentation is of great interest to many researches. Expectation maximization algorithm has been extensively used in a variety of medical image processing applications, especially for detecting human brain disease.

About the Author

Soodabeh Safashe received the B.Eng degree in software from the Mazandaran University of science and technology in 2004 and Master degree in Computer Science from the Multimedia University in 2010 and Ph.D. degree in Computer Science from the University of Putra Malaysia. Her current research interests include Content Based Image Retrieval methods