Deep Causality Variational Autoencoder Network for Identifying the Potential Biomarkers of Brain Disorders

• Main Authors: Amani Alfakih (Author), Zhengwang Xia (Author), Bahzar Ali (Author), Saqib Mamoon (Author), Jianfeng Lu (Author)
• Format: Book
• Published: IEEE, 2024-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Identifying causality from observational time-series data is a key problem in dealing with complex dynamic systems. Inferring the direction of connection between brain regions (i.e., causality) has become the central topic in the domain of fMRI. The purpose of this study is to obtain causal graphs t...