Exploratory pharmacovigilance with machine learning in big patient data: A focused scoping review.

Journal: Basic & clinical pharmacology & toxicology
Published Date:

Abstract

BACKGROUND: Machine learning can operationalize the rich and complex data in electronic patient records for exploratory pharmacovigilance endeavours.

Authors

  • Benjamin Skov Kaas-Hansen
    Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark; Clinical Pharmacology Unit, Zealand University Hospital, Roskilde, Denmark.
  • Simona Gentile
    Department of Radiology, Zealand University Hospital, Roskilde, Denmark.
  • Alessandro Caioli
    Department of Infectious Diseases - Hepatology, National Institute of Infectious Diseases Lazzaro Spallanzani, Rome, Italy.
  • Stig Ejdrup Andersen
    Clinical Pharmacology Unit, Zealand University Hospital, Roskilde, Denmark.