Deploying medical AI in low-resource settings: a scoping review of challenges and strategies - Top-Institutions - MDSpire

Deploying medical AI in low-resource settings: a scoping review of challenges and strategies

  • By

  • Abdulelah Al-Ganad

  • Ahmed Al-Shahdhi

  • Othman Al-Dhaifi

  • Essam Hajeb

  • Huwaida Hajeb

  • Ahmed Al-Motarreb

  • April 1, 2026

Share

Top Institutions in General Medicine

Brief introduction explaining scope and methodology.

  • #1

    Massachusetts Institute of Technology (MIT) - Jameel Clinic
    Massachusetts Institute of Technology (MIT) - Jameel Clinic

    Cambridge, MA

    Key Differentiators

    • Artificial Intelligence
    • Digital Health
    • Global Health Innovation

  • #2

    Johns Hopkins University - Armstrong Institute for Patient Safety and Quality
    Johns Hopkins University - Armstrong Institute for Patient Safety and Quality

    Baltimore, MD

    Key Differentiators

    • Health Systems Implementation
    • Patient Safety
    • Digital Health

  • #3

    University of Oxford - Big Data Institute
    University of Oxford - Big Data Institute

    Oxford, Oxfordshire

    Key Differentiators

    • Global Health Informatics
    • AI Ethics
    • Data Governance

  • #4

    University of Cape Town - Centre for Artificial Intelligence Research (CAIR)
    University of Cape Town - Centre for Artificial Intelligence Research (CAIR)

    Cape Town, Western Cape

    Key Differentiators

    • Artificial Intelligence
    • Health Informatics
    • Capacity Building

  • #5

    London School of Hygiene & Tropical Medicine (LSHTM)
    London School of Hygiene & Tropical Medicine (LSHTM)

    London, England

    Key Differentiators

    • Global Health
    • Digital Health Policy
    • Health Systems Research

Original Source(s)

Deploying medical AI in low-resource settings: a scoping review of challenges and strategies

  • by Abdulelah Al-Ganad, Ahmed Al-Shahdhi, Othman Al-Dhaifi, Essam Hajeb, Huwaida Hajeb, Ahmed Al-Motarreb

  • April 1, 2026

Related Content

Bridging the data–power paradox: a conceptual–empirical analysis of solar-powered digital health systems in low-resource settings

Meet the New Health Care Gatekeeper: Your Wearable

Missing Disclaimer and Additional Information

  • May 29, 2026