Image Classification using Pair-wise Registration and Machine Learning with Applications to Neuroimaging

Alzheimer's disease~(AD) is the most frequent neurodegenerative dementia and a growing health problem. Early and accurate diagnosis and prediction of AD is crucial because treatment may be most efficacious if introduced as early as possible. Neuropsychological testing, which is clinically used,...

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Bibliographic Details
Main Author: Long, Xiaojing
Other Authors: Electrical and Computer Engineering
Format: Others
Published: Virginia Tech 2014
Subjects:
MRI
Online Access:http://hdl.handle.net/10919/40396
http://scholar.lib.vt.edu/theses/available/etd-12072010-174256/