A transformer-based survival model for prediction of all-cause mortality in patients with heart failure: a multi-cohort study - Top-Institutions - MDSpire

A transformer-based survival model for prediction of all-cause mortality in patients with heart failure: a multi-cohort study

  • By

  • Shishir Rao

  • Nouman Ahmed

  • Gholamreza Salimi-Khorshidi

  • Christopher Yau

  • Huimin Su

  • Nathalie Conrad

  • Folkert W. Asselbergs

  • Mark Woodward

  • Rod Jackson

  • John GF Cleland

  • Kazem Rahimi

  • January 8, 2026

  • 0 min

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Top Institutions in Cardiology

Brief introduction explaining scope and methodology.

  • #1

    Massachusetts General Hospital
    Massachusetts General Hospital

    Boston, MA

    Key Differentiators

    • Cardiology
    • Clinical Informatics
    • Artificial Intelligence in Medicine

  • #2

    Cleveland Clinic
    Cleveland Clinic

    Cleveland, OH

    Key Differentiators

    • Cardiology
    • Heart Failure
    • Clinical Data Science

  • #3

    Johns Hopkins University
    Johns Hopkins University

    Baltimore, MD

    Key Differentiators

    • Cardiology
    • Biomedical Engineering
    • Health Informatics

  • #4

    University of Oxford
    University of Oxford

    Oxford, Oxfordshire

    Key Differentiators

    • Cardiology
    • Epidemiology
    • Health Data Science

  • #5

    Stanford University
    Stanford University

    Stanford, CA

    Key Differentiators

    • Cardiology
    • Artificial Intelligence
    • Biomedical Informatics

Original Source(s)

A transformer-based survival model for prediction of all-cause mortality in patients with heart failure: a multi-cohort study

  • by Shishir Rao, Nouman Ahmed, Gholamreza Salimi-Khorshidi, Christopher Yau, Huimin Su, Nathalie Conrad, Folkert W. Asselbergs, Mark Woodward, Rod Jackson, John GF Cleland, Kazem Rahimi

  • January 8, 2026

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