Optimising Nurse-Patient Assignments: The Impact of Machine Learning Model on Care Dynamics-Discursive Paper.

Journal: Nursing open

Published Date: Apr 1, 2025

Abstract

BACKGROUND: Machine learning (ML) models can enhance patient-nurse assignments in healthcare organisations by learning from real data and identifying key capabilities. Nurses must develop innovative ideas for adapting to the dynamic environment, managing staffing and establishing flexible workforce solutions.

Authors

Mutaz I Othman

Charge Nurse, Nursing Department, Hamad Medical Corporation, Doha, Qatar.
Abdulqadir J Nashwan

Nursing Department, Hamad Medical Corporation, P.O. Box 3050, Doha, Qatar. anashwan@hamad.qa.
Ahmad A Abujaber

Nursing Department, Hamad Medical Corporation, P.O. Box 3050, Doha, Qatar.

Keywords

Humans Machine Learning Personnel Staffing and Scheduling

External Resources

View on PubMed Access via DOI PubMed (40269403)

Optimising Nurse-Patient Assignments: The Impact of Machine Learning Model on Care Dynamics-Discursive Paper.

Abstract

Authors

Keywords

External Resources

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