Application of tree-based machine learning classification methods to detect signals of fluoroquinolones using the Korea Adverse Event Reporting System (KAERS) database.
Min-Gyo JangSangHun ChaSeunghwak KimSojung LeeKyeong Eun LeeKwang-Hee ShinPublished in: Expert opinion on drug safety (2023)
The bagging-or-RF-based ML methods performed better than DPA and detected novel AE signals previously unidentified using the DPA methods.