Explainable deep learning models linking methylation sites to genes can uncover biological pathways and transcription factor targets.

“A key innovation was they built explainable deep learning models linking methylation sites to annotated genes. which uncovered reactome pathways or transcription factor target sets. In effect, the model was forced to reason via interpretable biological modules”