Adoption of machine learning in pharmacometrics: an overview of recent implementations and their considerations

HIGHLIGHTS

  • who: Alexander Janssen and collaborators from the Department of Clinical Pharmacology, Hospital Pharmacy, Amsterdam University Medical Center, Amsterdam, The Netherlands have published the research work: Adoption of Machine Learning in Pharmacometrics: An Overview of Recent Implementations and Their Considerations, in the Journal: Pharmaceutics 2022, 14, 1814. of 30/05/2022
  • what: The aim of this work is to discuss how ML algorithms have been applied in four stages of the pharmacometrics pipeline: data preparation hypothesis generation predictive modelling and model validation. For each topic, the authors first discuss the current approach, its (possible) limitations, followed . . .

     

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