Leveraging machine learning to identify acute myeloid leukemia patients and their chemotherapy regimens in an administrative database.

A carefully designed ML model can accurately identify pediatric AML patients and their chemotherapy courses from administrative databases. This approach may be generalizable to other diseases and databases.