NCI is conducting a two-day virtual workshop, Machine Learning (ML) and Health Outcomes in Cancer Care Delivery Research, highlighting current cancer-focused research in health outcome risk prediction, symptom trajectories, natural language processing methods, and point-of-care decision support. Panel sessions will identify the strengths and potential of ML methods, barriers, and opportunities specific to cancer care delivery research.