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

Internet

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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