A hybrid modeling approach for assessing mechanistic models of small molecule partitioning in vivo using a machine learning-integrated modeling platform

Abstract Prediction of the first-in-human dosing regimens is a critical step in drug development and requires accurate quantitation of drug distribution. Traditional in vivo studies used to characterize clinical candidate’s volume of distribution are error-prone, time- and cost-intensive and lack re...

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Autores principales: Victor Antontsev, Aditya Jagarapu, Yogesh Bundey, Hypatia Hou, Maksim Khotimchenko, Jason Walsh, Jyotika Varshney
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
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Acceso en línea:https://doaj.org/article/5e7fa5ef5904452a887724f1bb44840c
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