Aidoc

Incidents involved as Developer

Incident 811 Report
Researchers find evidence of racial, gender, and socioeconomic bias in chest X-ray classifiers

2020-10-21

A study by the University of Toronto, the Vector Institute, and MIT showed the input databases that trained AI systems used to classify chest X-rays led the systems to show gender, socioeconomic, and racial biases.

Related Entities

Mount Sinai Hospitals

Incidents involved as Deployer

Incident 81
1 Report
Researchers find evidence of racial, gender, and socioeconomic bias in chest X-ray classifiers

Google

Incidents involved as Developer

Incident 81
1 Report
Researchers find evidence of racial, gender, and socioeconomic bias in chest X-ray classifiers

Qure.ai

Incidents involved as Developer

Incident 81
1 Report
Researchers find evidence of racial, gender, and socioeconomic bias in chest X-ray classifiers

DarwinAI

Incidents involved as Developer

Incident 81
1 Report
Researchers find evidence of racial, gender, and socioeconomic bias in chest X-ray classifiers

patients of minority groups

Incidents Harmed By

Incident 81
1 Report
Researchers find evidence of racial, gender, and socioeconomic bias in chest X-ray classifiers

low-income patients

Incidents Harmed By

Incident 81
1 Report
Researchers find evidence of racial, gender, and socioeconomic bias in chest X-ray classifiers

female patients

Incidents Harmed By

Incident 81
1 Report
Researchers find evidence of racial, gender, and socioeconomic bias in chest X-ray classifiers

Hispanic patients

Incidents Harmed By

Incident 81
1 Report
Researchers find evidence of racial, gender, and socioeconomic bias in chest X-ray classifiers

patients with Medicaid insurance

Incidents Harmed By

Incident 81
1 Report
Researchers find evidence of racial, gender, and socioeconomic bias in chest X-ray classifiers