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The value of machine learning for prognosis prediction of diphenhydramine exposure: National analysis of 50,000 patients in the United States

Background: Diphenhydramine (DPH) is an antihistamine medication that in overdose can result in anticholinergic symptoms and serious complications, including arrhythmia and coma. We aimed to compare the value of various machine learning (ML) models, including light gradient boosting machine (LGBM),...

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Principais autores: Omid Mehrpour, Farhad Saeedi, Jafar Abdollahi, Alireza Amirabadizadeh, Foster Goss
פורמט: Artigo
שפה:Inglês
יצא לאור: Wolters Kluwer Medknow Publications 2023-01-01
סדרה:Journal of Research in Medical Sciences
נושאים:
diphenhydramine
overdose
poisoning
prognosis
גישה מקוונת:http://www.jmsjournal.net/article.asp?issn=1735-1995;year=2023;volume=28;issue=1;spage=49;epage=49;aulast=Mehrpour
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