Coarse Race and Ethnicity Labels Mask Granular Underdiagnosis Disparities in Deep Learning Models for Chest Radiograph Diagnosis
Preetham Bachina, Sean P. Garin, Pranav Kulkarni, Adway Kanhere, Jeremias Sulam, Vishwa S. Parekh, Paul H. Yi
Abstract
See also the editorial by Nikolic in this issue.
Topics & Concepts
MedicineEthnic groupChest radiographRace (biology)Coronavirus disease 2019 (COVID-19)GerontologyLibrary scienceArtificial intelligenceNuclear medicineRadiographyRadiologyInternal medicineDiseaseAnthropologyGender studiesSociologyComputer scienceInfectious disease (medical specialty)COVID-19 diagnosis using AIAI in cancer detectionPhonocardiography and Auscultation Techniques