Grand rounds in methodology: key considerations for implementing machine learning solutions in quality improvement initiatives

Abstract

Machine learning (ML) solutions are increasingly entering healthcare. They are complex, sociotechnical systems that include data inputs, ML models, technical infrastructure and human interactions. They have promise for improving care...