Identifying Distinct Subgroups of Intensive Care Unit Patients: a Machine Learning Approach

OBJECTIVE: Identifying subgroups of intensive care unit (ICU) patients with similar clinical needs and trajectories may provide a framework for more efficient ICU care through the design of care platforms tailored around patients’ shared needs. However, objective methods for identifying these ICU pa...

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Veröffentlicht in:Crit Care Med
Hauptverfasser: Vranas, Kelly C., Jopling, Jeffrey K., Sweeney, Timothy E., Ramsey, Meghan C., Milstein, Arnold S., Slatore, Christopher G., Escobar, Gabriel J., Liu, Vincent X.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2017
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Article
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5600667/
https://ncbi.nlm.nih.gov/pubmed/28640021
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1097/CCM.0000000000002548
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