IEEE - Institute of Electrical and Electronics Engineers, Inc. - Temporally Constrained Group Sparse Learning for Longitudinal Data Analysis in Alzheimer's Disease

Author(s): Biao Jie ; Mingxia Liu ; Jun Liu ; Daoqiang Zhang ; Dinggang Shen
Sponsor(s): IEEE Engineering In Medicine and Biology Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 2017
Volume: 64
Page(s): 238 - 249
ISSN (Electronic): 1558-2531
ISSN (Paper): 0018-9294
DOI: 10.1109/TBME.2016.2553663
Regular:

Sparse learning has been widely investigated for analysis of brain images to assist the diagnosis of Alzheimer's disease and its prodromal stage, i.e., mild cognitive impairment. However, most... View More

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