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A Method to Explore Variations of Ventilator-Associated Event Surveillance Definitions in Large Critical Care Databases in the United States.
Crit Care Explor. 2022 Nov 15;4(11):e0790. doi: 10.1097/CCE.0000000000000790. eCollection 2022 Nov.
Crit Care Explor. 2022.
PMID: 36406886
Free PMC article.
Intensive Care Unit Telemedicine in the Era of Big Data, Artificial Intelligence, and Computer Clinical Decision Support Systems.
Kindle RD, Badawi O, Celi LA, Sturland S.
Kindle RD, et al.
Crit Care Clin. 2019 Jul;35(3):483-495. doi: 10.1016/j.ccc.2019.02.005. Epub 2019 Apr 6.
Crit Care Clin. 2019.
PMID: 31076048
Review.
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Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care.
Peine A, Hallawa A, Bickenbach J, Dartmann G, Fazlic LB, Schmeink A, Ascheid G, Thiemermann C, Schuppert A, Kindle R, Celi L, Marx G, Martin L.
Peine A, et al.
NPJ Digit Med. 2021 Feb 19;4(1):32. doi: 10.1038/s41746-021-00388-6.
NPJ Digit Med. 2021.
PMID: 33608661
Free PMC article.
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An interpretable RL framework for pre-deployment modeling in ICU hypotension management.
Zhang K, Wang H, Du J, Chu B, Arévalo AR, Kindle R, Celi LA, Doshi-Velez F.
Zhang K, et al.
NPJ Digit Med. 2022 Nov 18;5(1):173. doi: 10.1038/s41746-022-00708-4.
NPJ Digit Med. 2022.
PMID: 36396808
Free PMC article.
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