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Examining the predictability and prognostication...
Journal article

Examining the predictability and prognostication of multimorbidity among older Delayed-Discharge Patients: A Machine learning analytics

Abstract

BACKGROUND: Patient complexity among older delayed-discharge patients complicates discharge planning, resulting in a higher rate of adverse outcomes, such as readmission and mortality. Early prediction of multimorbidity, as a common indicator of patient complexity, can support proactive discharge planning by prioritizing complex patients and reducing healthcare inefficiencies. OBJECTIVE: We set out to accomplish the following two objectives: 1) …

Authors

Ghazalbash S; Zargoush M; Mowbray F; Papaioannou A

Journal

International Journal of Medical Informatics, Vol. 156, ,

Publisher

Elsevier

Publication Date

December 2021

DOI

10.1016/j.ijmedinf.2021.104597

ISSN

1386-5056