https://pubmed.ncbi.nlm.nih.gov/38113163

The deep causal variational autoencoder (CVAE) model effectively identifies potential biomarkers of brain disorders by estimating causal relationships between brain regions, relaxing constraints on the structure of underlying causal graphs, and achieving high performance on Alzheimer’s and autism datasets.