Transparent deep learning to identify autism spectrum disorders (ASD) in EHR using clinical notes.

Transparent ML is achievable even with small datasets. By focusing on intermediate steps, deep ML can provide transparent decisions. By leveraging data redundancies, ML errors at the intermediate level have a low impact on final outcomes.