Researchers find evidence of racial, gender, and socioeconomic bias in chest X-ray classifiers
Date: 2020-10-21
Affected: Aidoc, Darwinai, Google, Mount Sinai Hospitals, Qure.ai
Attack vector: other
Category: real-world
Severity: High

AI Incident Database (AIID) entry #81: Researchers find evidence of racial, gender, and socioeconomic bias in chest X-ray classifiers. Alleged deployer/developer: Aidoc, Darwinai, Google, Mount Sinai Hospitals, Qure.ai. See the linked AIID entry for full narrative, sourcing, and classification.


Mitigations:

Architectural layers (MAESTRO):