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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...
Autores principales: | Zhang, Tongli, Androulakis, Ioannis P., Bonate, Peter, Cheng, Limei, Helikar, Tomáš, Parikh, Jaimit, Rackauckas, Christopher, Subramanian, Kalyanasundaram, Cho, Carolyn R. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2022
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Materias: | |
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 |
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