Multi-modality sparse representation-based classification for Alzheimer's disease and mild cognitive impairment. Issue 2 (November 2015)

• Record Type: Journal Article
• Authors: Xu, Lele; Wu, Xia; Chen, Kewei; Yao, Li
• Is Part Of: Computer methods and programs in biomedicine. Volume 122:Issue 2(2015)
• Page Start: 182
• Page End: 190
• Publication Date: 2015-11
• Subjects: Medicine -- Computer programs -- Periodicals; Biology -- Computer programs -- Periodicals; Computers -- Periodicals; Medicine -- Periodicals; Médecine -- Logiciels -- Périodiques; Biologie -- Logiciels -- Périodiques; Biology -- Computer programs; Medicine -- Computer programs; Periodicals; Electronic journals; 610.28
• DOI: 10.1016/j.cmpb.2015.08.004
• Languages: English
• ISSNs: 0169-2607

Abstract

<abstract abstract-type="author-highlights" id="abs0005"> <title id="sect0005">Highlights</title> <sec> <p id="spar0005"> <list id="lis0005"> <list-item id="lsti0005"> <label></label> <p id="par0005">Multi-modality classification on 113 AD, 110 MCI patients and 117 normal controls.</p> </list-item> <list-item id="lsti0010"> <label></label> <p id="par0010">Originally single-modality SRC was extended as a multi-modality framework (wmSRC).</p> </list-item> <list-item id="lsti0015"> <label></label> <p id="par0015">The wmSRC performed better than each single-modality based SRC method.</p> </list-item> <list-item id="lsti0020"> <label></label> <p id="par0020">The wmSRC performed better or equally well compared to MKL, RF and JRC.</p> </list-item> </list> </p> </sec> </abstract>