Fairness gaps in Machine learning models for hospitalization and emergency department visit risk prediction in home healthcare patients with heart failure

Davoudi, A., Chae, S., Evans, L., Sridharan, S., Song, J., Bowles, K. H., McDonald, M. V., & Topaz, M. (2024). Fairness gaps in Machine learning models for hospitalization and emergency department visit risk prediction in home healthcare patients with heart failure. International Journal of Medical Informatics, 191, 105534. https://doi.org/10.1016/j.ijmedinf.2024.105534

Authors:

Anahita Davoudi

Sena Chae

Lauren Evans

Sridevi Sridharan

Jiyoun Song

Kathryn H Bowles

Margaret V McDonald

Maxim Topaz

Affiliated Authors:

Maxim Topaz

Columbia Affiliation: