Unsupervised machine learning analysis to identify patterns of ICU medication use for fluid overload prediction

Fluid overload (FO) in the intensive care unit (ICU) is common, serious, and may be preventable. Intravenous medications (including administered volume) are a primary cause for FO but are challenging to evaluate as a FO predictor given the high frequency and time-dependency of their use and other fa...

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Veröffentlicht in:	Pharmacotherapy 2025-01
Hauptverfasser:	Henry, Kelli, Deng, Shiyuan, Chen, Xianyan, Zhang, Tianyi, Devlin, John, Murphy, David, Smith, Susan, Murray, Brian, Kamaleswaran, Rishikesan, Most, Amoreena, Sikora, Andrea
Format:	Artikel
Sprache:	eng
Online-Zugang:	Volltext
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