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

• প্রধান লেখক: Amani Alfakih (লেখক), Zhengwang Xia (লেখক), Bahzar Ali (লেখক), Saqib Mamoon (লেখক), Jianfeng Lu (লেখক)
• বিন্যাস: গ্রন্থ
• প্রকাশিত: IEEE, 2024-01-01T00:00:00Z.
• বিষয়গুলি: article
• অনলাইন ব্যবহার করুন: 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...