Dependency criterion based brain pathological age estimation of Alzheimer’s disease patients with MR scans

Dependency criterion based brain pathological age estimation of Alzheimer’s disease patients with MR scans

Abstract Objectives Traditional brain age estimation methods are based on the idea that uses the real age as the training label. However, these methods ignore that there is a deviation between the real age and the brain age due to the accelerated brain aging. Methods This paper considers this deviat...

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Bibliographic Details
Main Authors: Yongming Li, Yuchuan Liu, Pin Wang, Jie Wang, Sha Xu, Mingguo Qiu, For the Alzheimer’s Disease Neuroimaging Initiative (ADNI)
Format: Article
Language:English
Published: BMC 2017-04-01
Series:BioMedical Engineering OnLine
Subjects:
Brain age estimation
Brain pathological age
Alzheimer’s disease
Classification
Correlation criterion
Magnetic resonance imaging
Online Access:http://link.springer.com/article/10.1186/s12938-017-0342-y

Internet

http://link.springer.com/article/10.1186/s12938-017-0342-y

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