Visualizing Functional Network Connectivity Differences Using an Explainable Machine-learning Method
Mohammad S.E. Sendi, Vaibhavi S. Itkyal, Sabrina J Edwards-Swart, Ji Ye Chun, Daniel H. Mathalon, Judith M. Ford, Adrian Preda, Theo G.M. van Erp, Godfrey D. Pearlson, Jessica A Turner, Vince D. Calhoun
The paper introduces a framework using SHAP to identify FNC biomarkers distinguishing between schizophrenia patients and controls, and young vs. old adults with high accuracy.
Physiological Measurement · Apr 17, 2025Peer-reviewedNeuroscience