Algorithm Change Protocols in the Regulation of Adaptive Machine Learning-Based Medical Devices

• Main Authors: Stephen Gilbert (Author), Matthew Fenech (Author), Martin Hirsch (Author), Shubhanan Upadhyay (Author), Andrea Biasiucci (Author), Johannes Starlinger (Author)
• Format: Book
• Published: JMIR Publications, 2021-10-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

One of the greatest strengths of artificial intelligence (AI) and machine learning (ML) approaches in health care is that their performance can be continually improved based on updates from automated learning from data. However, health care ML models are currently essentially regulated under provisi...