LLM-driven collaborative framework for knowledge-enhanced cancer pain assessment and management - Top-Institutions - MDSpire

LLM-driven collaborative framework for knowledge-enhanced cancer pain assessment and management

  • By

  • Haixiao Liu

  • Yue Hu

  • Dongtao Li

  • Boyuan Shi

  • Yupeng Niu

  • Xinche Zhang

  • Guangda Zheng

  • Changlin Li

  • Lingyun Wang

  • Yanju Bao

  • January 19, 2026

  • 0 min

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Top Institutions in Oncology

Brief introduction explaining scope and methodology.

  • #1

    MD Anderson Cancer Center
    MD Anderson Cancer Center

    Houston, TX

    Key Differentiators

    • Oncology
    • Pain Management
    • Clinical Informatics
    • Artificial Intelligence in Medicine

  • #2

    Memorial Sloan Kettering Cancer Center
    Memorial Sloan Kettering Cancer Center

    New York, NY

    Key Differentiators

    • Oncology
    • Pain Medicine
    • Clinical Decision Support Systems

  • #3

    Dana-Farber Cancer Institute
    Dana-Farber Cancer Institute

    Boston, MA

    Key Differentiators

    • Oncology
    • Pain Research
    • Health Informatics

  • #4

    Johns Hopkins Medicine
    Johns Hopkins Medicine

    Baltimore, MD

    Key Differentiators

    • Pain Medicine
    • Oncology
    • Biomedical Informatics

  • #5

    University of California, San Francisco (UCSF) Medical Center
    University of California, San Francisco (UCSF) Medical Center

    San Francisco, CA

    Key Differentiators

    • Oncology
    • Pain Management
    • Clinical AI Research

Original Source(s)

LLM-driven collaborative framework for knowledge-enhanced cancer pain assessment and management

  • by Haixiao Liu, Yue Hu, Dongtao Li, Boyuan Shi, Yupeng Niu, Xinche Zhang, Guangda Zheng, Changlin Li, Lingyun Wang, Yanju Bao

  • January 19, 2026

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