Inferring brain causal and temporal-lag networks for recognizing abnormal patterns of dementia

Zhengwang Xia, Tao Zhou, Saqib Mamoon, Jianfeng Lu

Abstract: Highlights•The first deep learning model to infer causal relationships among brain regions.•The estimated brain networks depict nonlinear interactions among brain regions.•The inferred brain networks provide the temporal-lag value across brain regions.