Perspective Toward Machine Learning Implementation in Pediatric Medicine: Mixed Methods Study.
Natasha AlexanderCatherine AftandilianLin Lawrence GuoErin PlenertJosé D PosadaJason A FriesScott Lanyon FlemingAlistair Edward William JohnsonNigam Haresh ShahLillian SungPublished in: JMIR medical informatics (2022)
Respondents prioritized machine learning model implementation where risk stratification would lead to different actions and clinical problems that caused substantial morbidity and mortality. Implementations that improved patient outcomes were prioritized. These results can help provide a framework for machine learning model implementation.