Quaid Morris

An Empirical Framework for Domain Generalization in Clinical Settings

2021 · arXiv (Cornell University)

Clinical machine learning models experience significantly degraded performance in datasets not seen during training, e.g., new hospitals or populations. Recent developments in domain generalization offer a promising solution to this problem by creating models that …