Application of machine learning in combination with mechanistic modeling to predict plasma exposure of small molecules

Prediction of a new molecule’s exposure in plasma is a critical first step toward understanding its efficacy/toxicity profile and concluding whether it is a possible first-in-class, best-in-class candidate. For this prediction, traditional pharmacometrics use a variety of scaling methods that are he...

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Bibliographic Details
Main Authors: Panteleimon D. Mavroudis, Donato Teutonico, Alexandra Abos, Nikhil Pillai
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-06-01
Series:Frontiers in Systems Biology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fsysb.2023.1180948/full

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