An Empirical Framework for Domain Generalization in Clinical Settings

Haoran Zhang, Natalie Dullerud, Laleh Seyyed-Kalantari +3

Clinical machine learning models experience significantly degraded performance in datasets not seen during training, e.g., new hospitals or populations. Recent developments in doma…