Integrating a Machine Learning System Into Clinical Workflows: Qualitative Study

• Main Authors: Sandhu, Sahil (Author), Lin, Anthony L (Author), Brajer, Nathan (Author), Sperling, Jessica (Author), Ratliff, William (Author), Bedoya, Armando D (Author), Balu, Suresh (Author), O'Brien, Cara (Author), Sendak, Mark P (Author)
• Format: Book
• Published: JMIR Publications, 2020-11-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundMachine learning models have the potential to improve diagnostic accuracy and management of acute conditions. Despite growing efforts to evaluate and validate such models, little is known about how to best translate and implement these products as part of routine clinical care. ObjectiveTh...