Two heads are better than one: current landscape of integrating QSP and machine learning: An ISoP QSP SIG white paper by the working group on the integration of quantitative systems pharmacology and machine learning

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 questions via the anal...

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Detalles Bibliográficos
Autores principales: Zhang, Tongli, Androulakis, Ioannis P., Bonate, Peter, Cheng, Limei, Helikar, Tomáš, Parikh, Jaimit, Rackauckas, Christopher, Subramanian, Kalyanasundaram, Cho, Carolyn R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Review Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8837505/
https://www.ncbi.nlm.nih.gov/pubmed/35103884
http://dx.doi.org/10.1007/s10928-022-09805-z

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8837505/
https://www.ncbi.nlm.nih.gov/pubmed/35103884
http://dx.doi.org/10.1007/s10928-022-09805-z

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