IEEE - Institute of Electrical and Electronics Engineers, Inc. - NMF-SVM Based CAD Tool Applied to Functional Brain Images for the Diagnosis of Alzheimer's Disease

Author(s): P. Padilla ; M. Lopez ; J. M. Gorriz ; J. Ramirez ; D. Salas-Gonzalez ; I. Alvarez
Sponsor(s): IEEE Engineering In Medicine and Biology Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 February 2012
Volume: 31
Page Count: 10
Page(s): 207 - 216
ISSN (Paper): 0278-0062
ISSN (Online): 1558-254X
DOI: 10.1109/TMI.2011.2167628
Regular:

This paper presents a novel computer-aided diagnosis (CAD) technique for the early diagnosis of the Alzheimer's disease (AD) based on nonnegative matrix factorization (NMF) and support vector... View More

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