Comparing the influence of social risk factors on machine learning model performance across racial and ethnic groups in home healthcare

Hobensack, M., Davoudi, A., Song, J., Cato, K., Bowles, K. H., & Topaz, M. (2025). Comparing the influence of social risk factors on machine learning model performance across racial and ethnic groups in home healthcare. Nursing Outlook, 73(3), 102431. https://doi.org/10.1016/j.outlook.2025.102431
Authors:
Mollie Hobensack
Anahita Davoudi
Jiyoun Song
Kenrick Cato
Kathryn H Bowles
Maxim Topaz
Affiliated Authors:
Maxim Topaz
Columbia Affiliation:
Author Keywords:
home healthcare
hospitalization
social determinants of health
machine learning
nursing informatics
Publication Type:
Article
Unique ID:
10.1016/j.outlook.2025.102431
PMID:
Journal:
Publication Date:
Data Source:
PubMed

Record Created: