Assessing and Mitigating Bias in Medical Artificial Intelligence: The Effects of Race and Ethnicity on a Deep Learning Model for ECG Analysis.

Noseworthy, Peter A

Assessing and Mitigating Bias in Medical Artificial Intelligence: The Effects of Race and Ethnicity on a Deep Learning Model for ECG Analysis. [electronic resource] - Circulation. Arrhythmia and electrophysiology 03 2020 - e007988 p. digital

Publication Type: Journal Article; Research Support, N.I.H., Extramural

1941-3084

10.1161/CIRCEP.119.007988 doi


Artificial Intelligence
Deep Learning
Electrocardiography--methods
Ethnicity
Female
Follow-Up Studies
Heart Ventricles--physiopathology
Humans
Male
Middle Aged
Racial Groups
Retrospective Studies
Ventricular Function, Left--physiology