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Prediction of infliximab and anti-drug antibody concentrations in patients with inflammatory bowel disease using machine learning models with real-world data from a prospective cohort study

BackgroundAlthough population pharmacokinetic models are the standard approach for identifying inter-individual variability and optimizing infliximab concentration, their development and validation are complex and time-consuming. Therefore, this study aimed to develop and evaluate machine learning (...

Бүрэн тодорхойлолт

-д хадгалсан:
Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Minjung Kim, Joo Hye Song, Sung Noh Hong, Myeong Gyu Kim, Eun Ran Kim, Dong Kyung Chang, Young-Ho Kim
Формат: Artigo
Хэл сонгох:Inglês
Хэвлэсэн: Frontiers Media S.A. 2026-01-01
Цуврал:Frontiers in Pharmacology
Нөхцлүүд:
Онлайн хандалт:https://www.frontiersin.org/articles/10.3389/fphar.2026.1731193/full
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