Individual-specific fMRI-Subspaces improve functional connectivity prediction of behavior

• Main Authors: Kashyap, Rajan, Kong, Ru, Bhattacharjee, Sagarika, Li, Jingwei, Zhou, Juan, Yeo, Thomas B. T.
• Other Authors: School of Social Sciences
• Format: Article
• Language: English
• Published: 2021
• Subjects: Social sciences::Psychology; Functional Connectivity Fingerprint; Elastic Net
• Online Access: https://hdl.handle.net/10356/150046
• Institution: Nanyang Technological University

There is significant interest in using resting-state functional connectivity (RSFC) to predict human behavior. Good behavioral prediction should in theory require RSFC to be sufficiently distinct across participants; if RSFC were the same across participants, then behavioral prediction would obvious...