Randomized clinical trials of machine learning interventions in health care: a systematic review

• Main Authors: Plana, Deborah, Shung, Dennis L., Grimshaw, Alyssa A., Saraf, Anurag, Sung, Joseph Jao Yiu, Kann, Benjamin H.
• Other Authors: Lee Kong Chian School of Medicine (LKCMedicine)
• Format: Article
• Language: English
• Published: 2023
• Subjects: Science::Medicine; Clinical Decision Making; Machine Learning
• Online Access: https://hdl.handle.net/10356/164627
• Institution: Nanyang Technological University

Importance: Despite the potential of machine learning to improve multiple aspects of patient care, barriers to clinical adoption remain. Randomized clinical trials (RCTs) are often a prerequisite to large-scale clinical adoption of an intervention, and important questions remain regarding how machin...