Integrating clinical decision support systems, nursing vigilance, and physician prescribing patterns to reduce preventable adverse drug events: a structured evidence-based narrative review on human-AI interface in medication safety - Top-Institutions - MDSpire

Integrating clinical decision support systems, nursing vigilance, and physician prescribing patterns to reduce preventable adverse drug events: a structured evidence-based narrative review on human-AI interface in medication safety

  • By

  • Manar Fayez Alruwaili

  • Ugwu Okechukwu Paul-Chima

  • Ugwu Chinyere Nneoma

  • July 7, 2026

  • 0 min

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Top Institutions in Internal Medicine

Brief introduction explaining scope and methodology.

  • #1

    Brigham and Women’s Hospital
    Brigham and Women’s Hospital

    Boston, Massachusetts

    Key Differentiators

    • Pharmacy
    • Medication Safety

  • #2

    The Johns Hopkins Hospital
    The Johns Hopkins Hospital

    Baltimore, Maryland

    Key Differentiators

    • Pharmacy
    • Patient Safety

  • #3

    Stanford University
    Stanford University

    Stanford, California

    Key Differentiators

    • Pharmacy
    • Clinical Decision Support

  • #4

    Brown University
    Brown University

    Providence, Rhode Island

    Key Differentiators

    • Pharmacy
    • Medication Safety

  • #5

    University of Oxford
    University of Oxford

    Oxford, United Kingdom

    Key Differentiators

    • Pharmacy
    • Clinical Research

Original Source(s)

Integrating clinical decision support systems, nursing vigilance, and physician prescribing patterns to reduce preventable adverse drug events: a structured evidence-based narrative review on human-AI interface in medication safety

  • by Manar Fayez Alruwaili, Ugwu Okechukwu Paul-Chima, Ugwu Chinyere Nneoma

  • July 7, 2026

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