An integration engineering framework for machine learning in healthcare

• Main Authors: Azadeh Assadi (Author), Peter C. Laussen (Author), Andrew J. Goodwin (Author), Sebastian Goodfellow (Author), William Dixon (Author), Robert W. Greer (Author), Anusha Jegatheeswaran (Author), Devin Singh (Author), Melissa McCradden (Author), Sara N. Gallant (Author), Anna Goldenberg (Author), Danny Eytan (Author), Mjaye L. Mazwi (Author)
• Format: Book
• Published: Frontiers Media S.A., 2022-08-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Background and ObjectivesMachine Learning offers opportunities to improve patient outcomes, team performance, and reduce healthcare costs. Yet only a small fraction of all Machine Learning models for health care have been successfully integrated into the clinical space. There are no current guidelin...