# The Subgroup Imperative: Chest Radiograph Classifier Generalization Gaps in Patient, Setting, and Pathology Subgroups

> Research article (Radiology Artificial Intelligence, 2023) · cited 23× · AI/ML

**Wikidata**: [openalex:W4384070440](https://www.wikidata.org/wiki/openalex:W4384070440)  
**Source**: https://4ort.xyz/entity/the-subgroup-imperative-chest-radiograph-classifier-generalization-gaps-in-patient-setting-and-pathology-subgroups