Deep vision models predict health insurance type from normal chest X-rays at AUC ~0.70, indicating capture of socioeconomic signals beyond demographics.
(2019a,b) is an ex- tended image dataset for MIMIC-IV v3.0, including 377,110 chest X-ray images in total
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Algorithms Trained on Normal Chest X-rays Can Predict Health Insurance Types
Deep vision models predict health insurance type from normal chest X-rays at AUC ~0.70, indicating capture of socioeconomic signals beyond demographics.