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Machine Learning Approaches for Hospital Acquired Pressure Injuries: A Retrospective Study of Electronic Medical Records

BACKGROUND: Many machine learning heuristics integrate well with Electronic Medical Record (EMR) systems yet often fail to surpass traditional statistical models for biomedical applications. OBJECTIVE: We sought to compare predictive performances of 12 machine learning and traditional statistical te...

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Detalles Bibliográficos
Autores principales:	Levy, Joshua J., Lima, Jorge F., Miller, Megan W., Freed, Gary L., O'Malley, A. James, Emeny, Rebecca T.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Medical Technology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9243224/ https://www.ncbi.nlm.nih.gov/pubmed/35782577 http://dx.doi.org/10.3389/fmedt.2022.926667

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