no code implementations • 26 Apr 2024 • M. Moein Esfahani, Hossein Sadati, Vince D Calhoun
This is a state-of-the-art approach in the selection of an subset of channels from a multichannel EEG signal with MI tasks.
no code implementations • 29 Mar 2024 • Ziyu Zhou, Anton Orlichenko, Gang Qu, Zening Fu, Vince D Calhoun, Zhengming Ding, Yu-Ping Wang
Both functional and structural magnetic resonance imaging (fMRI and sMRI) are widely used for the diagnosis of mental disorder.
no code implementations • 21 Mar 2023 • Qiang Li, Shujian Yu, Kristoffer H Madsen, Vince D Calhoun, Armin Iraji
To address this problem, we applied multivariate mutual information, specifically, Total Correlation and Dual Total Correlation to reveal higher-order information in the brain.