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The future of antimicrobial dosing in the ICU: an opportunity for data science.

作者信息

De Corte Thomas, Elbers Paul, De Waele Jan

机构信息

Department of Internal Medicine and Pediatrics, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium.

Department of Intensive Care Medicine, Ghent University Hospital, Ghent, Belgium.

出版信息

Intensive Care Med. 2021 Dec;47(12):1481-1483. doi: 10.1007/s00134-021-06549-1. Epub 2021 Oct 11.

DOI:10.1007/s00134-021-06549-1
PMID:34633485
Abstract
摘要

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Prediction of vancomycin dose on high-dimensional data using machine learning techniques.利用机器学习技术对高维数据进行万古霉素剂量预测。
Expert Rev Clin Pharmacol. 2021 Jun;14(6):761-771. doi: 10.1080/17512433.2021.1911642. Epub 2021 Apr 9.
3
Neurologic manifestations associated with COVID-19: a multicentre registry.与 COVID-19 相关的神经系统表现:一项多中心登记研究。
迈向适当且自动化的抗生素给药。
Intensive Care Med. 2023 Jul;49(7):853-856. doi: 10.1007/s00134-023-07047-2. Epub 2023 Apr 20.
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Right dose, right now: bedside, real-time, data-driven, and personalised antibiotic dosing in critically ill patients with sepsis or septic shock-a two-centre randomised clinical trial.精准用药:即时、床边、数据驱动和个体化的脓毒症或感染性休克危重症患者抗生素治疗——一项两中心随机临床试验。
Crit Care. 2022 Sep 5;26(1):265. doi: 10.1186/s13054-022-04098-7.
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BMC Med Inform Decis Mak. 2022 Aug 25;22(1):224. doi: 10.1186/s12911-022-01970-y.
Clin Microbiol Infect. 2021 Mar;27(3):458-466. doi: 10.1016/j.cmi.2020.11.005. Epub 2020 Nov 13.
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Biol Pharm Bull. 2020;43(11):1660-1668. doi: 10.1248/bpb.b20-00377.
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