A scoping review of robustness concepts for machine learning in healthcare

Balendran, A., Beji, C., Bouvier, F., Khalifa, O., Evgeniou, T., Ravaud, P., & Porcher, R. (2025). A scoping review of robustness concepts for machine learning in healthcare. Npj Digital Medicine, 8(1). https://doi.org/10.1038/s41746-024-01420-1

Authors:

Alan Balendran

Céline Beji

Florie Bouvier

Ottavio Khalifa

Theodoros Evgeniou

Philippe Ravaud

Raphaël Porcher

Affiliated Authors:

Philippe Ravaud

Columbia Affiliation:

Mailman School of Public Health
- Department of Epidemiology

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Publication Type:

Article

Unique ID:

10.1038/s41746-024-01420-1

PMID:

39824951

DOI:

10.1038/s41746-024-01420-1

Journal:

npj Digital Medicine

Publication Date:

2025-01-18

Data Source:

PubMed

Source Link:

View PubMed Record

View Web of Science Record

Record Created:

Tuesday, February 11, 2025 - 13:54