Pathological Brain Detection
by
Wang, Shui-Hua. author.
Title
:
Pathological Brain Detection
Author
:
Wang, Shui-Hua. author.
ISBN
:
9789811040269
Personal Author
:
Wang, Shui-Hua. author.
Physical Description
:
XXVI, 214 p. online resource.
Series
:
Brain Informatics and Health,
Contents
:
1 Basics of Pathological Brain Detection (PBD) -- 2 Neuroimaging Modalities: Strengths and Weaknesses -- 3 Image Preprocessing for Pathological Brain Detection: A Summary -- 4 Canonical Feature Extraction Methods for Structural Magnetic Resonance Imaging -- 5 Multi-scale and Multi-resolution Features for Structural Magnetic Resonance Imaging -- 6 Dimensionality Reduction of Brain Image Features -- 7 Classification Methods for Pathological Brain Detection -- 8 Weight Optimization of Classifiers for Pathological Brain Detection -- 9 Comparison of Current PBD Systems.
Abstract
:
This book provides detailed practical guidelines on how to develop an efficient pathological brain detection system, reflecting the latest advances in the computer-aided diagnosis of structural magnetic resonance brain images. Matlab codes are provided for most of the functions described. In addition, the book equips readers to easily develop the pathological brain detection system further on their own and apply the technologies to other research fields, such as Alzheimer’s detection, multiple sclerosis detection, etc. .
Subject Term
:
Computer vision.
Optical pattern recognition.
Radiology, Medical.
Image Processing and Computer Vision. http://scigraph.springernature.com/things/product-market-codes/I22021
Pattern Recognition. http://scigraph.springernature.com/things/product-market-codes/I2203X
Diagnostic Radiology. http://scigraph.springernature.com/things/product-market-codes/H29013
Neuroradiology. http://scigraph.springernature.com/things/product-market-codes/H2903X
Added Author
:
Zhang, Yu-Dong.
Dong, Zhengchao.
Phillips, Preetha.
Added Corporate Author
:
SpringerLink (Online service)
Electronic Access
:
Library | Material Type | Item Barcode | Shelf Number | Status |
---|
IYTE Library | E-Book | 2084139-1001 | TA1637 -1638 | Online Springer |