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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Bibliographic Details

Published in:	Journal of Research in Medical Sciences
Main Authors:	Omid Mehrpour, Farhad Saeedi, Jafar Abdollahi, Alireza Amirabadizadeh, Foster Goss
Format:	Article
Language:	English
Published:	Wolters Kluwer Medknow Publications 2023-01-01
Subjects:	diphenhydramine overdose poisoning prognosis
Online Access:	http://www.jmsjournal.net/article.asp?issn=1735-1995;year=2023;volume=28;issue=1;spage=49;epage=49;aulast=Mehrpour