Literature DB >> 35041146

Editor's note on the themed issue: integration of machine learning and quantitative systems pharmacology.

Peter L Bonate1.   

Abstract

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Year:  2022        PMID： 35041146     DOI： 10.1007/s10928-022-09803-1

Source DB:  PubMed          Journal:  J Pharmacokinet Pharmacodyn        ISSN： 1567-567X            Impact factor:   2.745


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  3 in total

Review 1.  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.

Authors:  Tongli Zhang; Ioannis P Androulakis; Peter Bonate; Limei Cheng; Tomáš Helikar; Jaimit Parikh; Christopher Rackauckas; Kalyanasundaram Subramanian; Carolyn R Cho
Journal:  J Pharmacokinet Pharmacodyn       Date:  2022-02-01       Impact factor: 2.745

2.  From data to QSP models: a pipeline for using Boolean networks for hypothesis inference and dynamic model building.

Authors:  M Putnins; O Campagne; D E Mager; I P Androulakis
Journal:  J Pharmacokinet Pharmacodyn       Date:  2022-01-06       Impact factor: 2.410
  3 in total

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