Perspective: A resident's role in promoting safe machine-learning tools in sleep medicine.

Unlabelled: Residents and fellows can play a helpful role in promoting safe and effective machine-learning tools in sleep medicine. Here we highlight the importance of establishing ground truths, considering key variables, and prioritizing transparency and accountability in the development of machine-learning tools within the field of artificial intelligence. Through understanding, communication, and collaboration, in-training physicians have a meaningful opportunity to help progress the field toward safe machine-learning tools in sleep medicine.

Citation: Smith CM, Vendrame M. Perspective: a resident's role in promoting safe machine-learning tools in sleep medicine. . 2023;19(11):1985-1987.