functional brain networks

Automatic Recognition of fMRI-derived Functional Networks using 3D Convolutional Neural Networks

Author(s): Yu Zhao, Qinglin Dong, Shu Zhang, Wei Zhang, Hanbo Chen, Xi Jiang, Lei Guo, Xintao Hu, Junwei Han, Tianming Liu
Automatic Recognition of fMRI-derived Functional Networks using 3D Convolutional Neural Networks 170 177 IEEE Transactions on Biomedical Engineering (TBME)

Current fMRI data modeling techniques such as Independent Component Analysis (ICA) and Sparse Coding methods can effectively reconstruct dozens or hundreds of concurrent interacting functional brain networks simultaneously from the…

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