IEEE - Institute of Electrical and Electronics Engineers, Inc. - Automatic Recognition of fMRI-Derived Functional Networks Using 3-D Convolutional Neural Networks

Author(s): Yu Zhao ; Tianming Liu ; Qinglin Dong ; Shu Zhang ; Wei Zhang ; Hanbo Chen ; Xi Jiang ; Lei Guo ; Xintao Hu ; Junwei Han
Sponsor(s): IEEE Engineering In Medicine and Biology Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 September 2018
Volume: 65
Page(s): 1,975 - 1,984
ISSN (Electronic): 1558-2531
ISSN (Paper): 0018-9294
DOI: 10.1109/TBME.2017.2715281
Regular:

Current functional magnetic resonance imaging (fMRI) data modeling techniques, such as independent component analysis and sparse coding methods, can effectively reconstruct dozens or hundreds of... View More

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