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Medrxiv : the Preprint Server for Health Sciences|April 2, 2024
Unsupervised machine learning analysis to identify patterns of ICU medication use for fluid overload predictionKelli Keats, Shiyuan Deng, Xianyan Chen, et al.
Critical Care Medicine|September 15, 2017
Serial Daily Organ Failure Assessment Beyond ICU Day 5 Does Not Independently Add Precision to ICU Risk-of-Death PredictionAndre L Holder, Elizabeth Overton, Peter Lyu, et al.
Scientific Reports|July 4, 2023
Evaluation of medication regimen complexity as a predictor for mortalityAndrea Sikora, John W Devlin, Mengyun Yu, et al.
JAMIA Open|May 3, 2024
A common data model for the standardization of intensive care unit medication featuresAndrea Sikora, Kelli Keats, David J Murphy, et al.
Scientific Reports|November 10, 2023
Machine learning vs. traditional regression analysis for fluid overload prediction in the ICUAndrea Sikora, Tianyi Zhang, David J Murphy, et al.
AJR. American Journal of Roentgenology|April 25, 2023
Imaging Follow-Up of Nonsurgical Therapies for Lung Cancer: AJR Expert Panel Narrative ReviewDavid J Murphy, Maria Mayoral, Anna R Larici, et al.
Critical Care Medicine|July 14, 2021
Trends in ICU Mortality From Coronavirus Disease 2019: A Tale of Three SurgesSara C Auld, Kristin R V Harrington, Max W Adelman, et al.
Pharmacotherapy|January 3, 2025
Unsupervised machine learning analysis to identify patterns of ICU medication use for fluid overload predictionKelli Henry, Shiyuan Deng, Xianyan Chen, et al.
Critical Care Medicine|October 27, 2015
Using Incentives to Improve Resource Utilization: A Quasi-Experimental Evaluation of an ICU Quality Improvement ProgramDavid J Murphy, Peter F Lyu, Sara R Gregg, et al.
Annals of the American Thoracic Society|December 14, 2023
Continuous Positive Airway Pressure but Not GLP1-mediated Weight Loss Improves Early Cardiovascular Disease in Obstructive Sleep Apnea: A Randomized Proof-of-Concept StudyCliona O'Donnell, Shane Crilly, Anne O'Mahony, et al.
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