The Receiver Operational Characteristic for Binary Classification with Multiple Indices and Its Application to the Neuroimaging Study of Alzheimer's Disease
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
By Adam Fleisher, Eric Reiman, Hillary Protas, Juan Li, Kewei Chen, Li Yao, Napatkamon Ayutyanont, William Jagust, Xia Wu
Issue Date:January 2013
Given a single index, the receiver operational characteristic (ROC) curve analysis is routinely utilized for characterizing performances in distinguishing two conditions/groups in terms of sensitivity and specificity. Given the availability of multiple dat...