An intelligent digital twin framework with AI-driven optimization for patient flow and clinical scheduling in smart healthcare systems - Top-Institutions - MDSpire

An intelligent digital twin framework with AI-driven optimization for patient flow and clinical scheduling in smart healthcare systems

  • By

  • Stalin Victor Balthasar

  • Suguna Marappan

  • Logesh Ravi

  • July 15, 2026

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Top Institutions in Internal Medicine

Brief introduction explaining scope and methodology.

  • #1

    Johns Hopkins Hospital
    Johns Hopkins Hospital

    Baltimore, Maryland

    Key Differentiators

    • Healthcare Technology
    • Patient Flow Optimization

  • #2

    Cleveland Clinic
    Cleveland Clinic

    Cleveland, Ohio

    Key Differentiators

    • Healthcare Technology
    • Patient Flow Optimization

  • #3

    Boston Children's Hospital
    Boston Children's Hospital

    Boston, Massachusetts

    Key Differentiators

    • Healthcare Technology
    • Pediatric Care

  • #4

    Yale University
    Yale University

    New Haven, Connecticut

    Key Differentiators

    • Healthcare Technology
    • Clinical Research

  • #5

    Sir Run Run Shaw Hospital
    Sir Run Run Shaw Hospital

    Hangzhou, Zhejiang

    Key Differentiators

    • Healthcare Technology
    • Clinical Research

Original Source(s)

An intelligent digital twin framework with AI-driven optimization for patient flow and clinical scheduling in smart healthcare systems

  • by Stalin Victor Balthasar, Suguna Marappan, Logesh Ravi

  • July 15, 2026

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