Generalizability of Machine Learning Models: Quantitative Evaluation of Three Methodological Pitfalls

Farhad Maleki, Katie Ovens, Rajiv Gupta +3

Purpose: Despite the potential of machine learning models, the lack of generalizability has hindered their widespread adoption in clinical practice. We investigate three methodolog…