A chest X-ray-only classifier detects severe left ventricular hypertrophy with AUROC 0.816 and shows a consistent internal encoding hierarchy of age, sex, and wall thickness, though the class-balanced evaluation inflates AUPRC.
European heart journal45(22), 2002–2012 (2024)
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Encoding of Demographic and Anatomical Information in Chest X-Ray-based Severe Left Ventricular Hypertrophy Classifiers
A chest X-ray-only classifier detects severe left ventricular hypertrophy with AUROC 0.816 and shows a consistent internal encoding hierarchy of age, sex, and wall thickness, though the class-balanced evaluation inflates AUPRC.