Early prediction of incident delirium in traumatic brain injury: a multicenter validated and interpretable machine learning approach - Top-Institutions - MDSpire

Early prediction of incident delirium in traumatic brain injury: a multicenter validated and interpretable machine learning approach

  • By

  • Cheng Li

  • Tianyi Zhang

  • Hong Chen

  • Shouli Wang

  • Lei Wang

  • Yixiang Huan

  • Jianchao Liu

  • Lihua Liu

  • May 21, 2026

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Top Institutions in Neurology

Brief introduction explaining scope and methodology.

  • #1

    Beth Israel Deaconess Medical Center
    Beth Israel Deaconess Medical Center

    Boston, MA

    Key Differentiators

    • Neurology
    • Critical Care

  • #2

    Massachusetts Institute of Technology
    Massachusetts Institute of Technology

    Cambridge, MA

    Key Differentiators

    • Biomedical Engineering
    • Artificial Intelligence

  • #3

    Second Affiliated Hospital of Harbin Medical University
    Second Affiliated Hospital of Harbin Medical University

    Harbin, Heilongjiang

    Key Differentiators

    • Neurology
    • Emergency Medicine

  • #4

    Isfahan University of Medical Sciences
    Isfahan University of Medical Sciences

    Isfahan, Isfahan

    Key Differentiators

    • Neurology
    • Public Health

  • #5

    Lombardy Cardiac Arrest Registry
    Lombardy Cardiac Arrest Registry

    Lombardy, Lombardy

    Key Differentiators

    • Cardiology
    • Emergency Medicine

Original Source(s)

Early prediction of incident delirium in traumatic brain injury: a multicenter validated and interpretable machine learning approach

  • by Cheng Li, Tianyi Zhang, Hong Chen, Shouli Wang, Lei Wang, Yixiang Huan, Jianchao Liu, Lihua Liu

  • May 21, 2026

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