Machine learning for image-based classification of Alzheimer's disease

Imaging biomarkers for Alzheimer's disease are important for improved diagnosis and monitoring, as well as drug discovery. Automated image-based classification of individual patients could provide valuable support for clinicians. This work investigates machine learning methods aimed at the earl...

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Bibliographic Details
Main Author: Gray, Katherine Rachel
Other Authors: Rueckert, Daniel ; Hammers, Alexander
Published: Imperial College London 2012
Subjects:
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.566379