Two heads are better than one: current landscape of integrating QSP and machine learning

Two heads are better than one: current landscape of integrating QSP and machine learning

Abstract Quantitative systems pharmacology (QSP) modeling is applied to address essential questions in drug development, such as the mechanism of action of a therapeutic agent and the progression of disease. Meanwhile, machine learning (ML) approaches also contribute to answering these...

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Bibliographic Details
Main Authors: Zhang, Tongli, Androulakis, Ioannis P., Bonate, Peter, Cheng, Limei, Helikar, Tomáš, Parikh, Jaimit, Rackauckas, Christopher, Subramanian, Kalyanasundaram, Cho, Carolyn R.
Other Authors: Massachusetts Institute of Technology. Department of Mathematics
Format: Article
Language:English
Published: Springer US 2022
Online Access:https://hdl.handle.net/1721.1/139855

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https://hdl.handle.net/1721.1/139855

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