Automating Construction of Machine Learning Models With Clinical Big Data: Proposal Rationale and Methods.

Auto-ML will generalize to various clinical prediction/classification problems. With minimal help from data scientists, health care researchers can use Auto-ML to quickly build high-quality models. This will boost wider use of machine learning in health care and improve patient outcomes.