functional brain networks Archives - IEEE Transactions on Biomedical Engineering (TBME)

August 23, 2018

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

Author(s)3: 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 https://www.embs.org/tbme/wp-content/uploads/sites/19/2018/08/TBME-00284-2017small.gif 170 177 IEEE Transactions on Biomedical Engineering (TBME) IEEE Transactions on Biomedical Engineering (TBME) //www.embs.org/tbme/wp-content/uploads/sites/19/2022/06/ieee-tbme-logo2x.png August 23, 2018 March 4, 2022

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…