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 Tooth Powders 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), logistic regression (LR), and random