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
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