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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Detalles Bibliográficos
Autores principales: Mehrpour, Omid, Saeedi, Farhad, Abdollahi, Jafar, Amirabadizadeh, Alireza, Goss, Foster
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer - Medknow 2023
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10366979/
https://www.ncbi.nlm.nih.gov/pubmed/37496638
http://dx.doi.org/10.4103/jrms.jrms_602_22

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10366979/
https://www.ncbi.nlm.nih.gov/pubmed/37496638
http://dx.doi.org/10.4103/jrms.jrms_602_22

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