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When Context Matters for Credible Measurement of Drug-Drug Interactions Based on Real-World Data

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  • معلومة اضافية
    • Contributors:
      Laboratoire d'Informatique Médicale et Ingénierie des Connaissances en e-Santé (LIMICS); Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU)-Université Sorbonne Paris Nord; Département d'Informatique Médicale (D2IM); CHU Rouen; Normandie Université (NU)-Normandie Université (NU); Service d'informatique biomédicale Rouen; Normandie Université (NU)-Normandie Université (NU)-Université de Rouen Normandie (UNIROUEN); Normandie Université (NU); ANR-19-CE19-0025,REMIAMES,Ressources et méthodes libres pour la détection des interactions médicamenteuses dans les entrepots de données de santé(2019)
    • بيانات النشر:
      HAL CCSD
      IOS Press
    • الموضوع:
      2022
    • Collection:
      Université Paris 13: HAL
    • نبذة مختصرة :
      International audience ; The frequency of potential drug-drug interactions (DDI) in published studies on real world data considerably varies due to the methodological framework. Contextualization of DDI has a proven effect in limiting false positives. In this paper, we experimented with the application of various DDIs contexts elements to see their impact on the frequency of potential DDIs measured on the same set of prescription data collected in EDSaN, the clinical data warehouse of Rouen University Hospital. Depending on the context applied, the frequency of daily prescriptions with potential DDI ranged from 0.89% to 3.90%. Substance-level analysis accounted for 48% of false positives because it did not account for some drug-related attributes. Consideration of the patient’s context could eliminate up to an additional 29% of false positives.
    • Relation:
      hal-03689231; https://hal.science/hal-03689231; https://hal.science/hal-03689231/document; https://hal.science/hal-03689231/file/SHTI-294-SHTI220392.pdf
    • الرقم المعرف:
      10.3233/SHTI220392
    • الدخول الالكتروني :
      https://hal.science/hal-03689231
      https://hal.science/hal-03689231/document
      https://hal.science/hal-03689231/file/SHTI-294-SHTI220392.pdf
      https://doi.org/10.3233/SHTI220392
    • Rights:
      info:eu-repo/semantics/OpenAccess
    • الرقم المعرف:
      edsbas.43C426A7