Approval policies for modifications to Machine Learning-Based Software as a Medical Device: A study of bio-creep

Jean Feng, Scott Emerson, Noah Simon

Successful deployment of machine learning algorithms in healthcare requires careful assessments of their performance and safety. To date, the FDA approves locked algorithms prior t…