The National Academies will organize a symposium to discuss the applications of artificial intelligence (AI) and machine learning (ML) in the fields of radiation therapy, diagnostics, and occupational health and safety. Among other topics, symposium participants will discuss the importance of data collection for algorithm development as it applies to each of these fields. Targeted discussions wil occur in breakout sessions. The symposium presentations and discussions will be summarized in a National Academies proceedings. The symposium is part of the Academies’ Beebe Symposium Series, established in 2002 to honor the scientific achievements of the late Dr. Gilbert Beebe.