A two-stage workflow for vitiligo diagnosis: clinical characteristic classification and large language model (LLM)–based report generation - Top-Institutions - MDSpire

A two-stage workflow for vitiligo diagnosis: clinical characteristic classification and large language model (LLM)–based report generation

  • By

  • Kaiqiao He

  • Tianle Xu

  • Yining Feng

  • Yafei Lu

  • Xinju Wang

  • Linhan Jiang

  • Sen Guo

  • Yuanmin He

  • Wei Dai

  • Wei Zhang

  • Jianglin Zhang

  • Hongbing Lu

  • Dong Huang

  • Shuli Li

  • June 1, 2026

  • 0 min

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Top Institutions in Dermatology

Brief introduction explaining scope and methodology.

  • #1

    Northwestern University Feinberg School of Medicine
    Northwestern University Feinberg School of Medicine

    Chicago, Illinois

    Key Differentiators

    • Dermatology

  • #2

    McGaw Medical Center of Northwestern
    McGaw Medical Center of Northwestern

    Evanston, Illinois

    Key Differentiators

    • Dermatology

  • #3

    Xijing Hospital, Fourth Military Medical University
    Xijing Hospital, Fourth Military Medical University

    Xi'an, Shaanxi

    Key Differentiators

    • Dermatology

  • #4

    First Affiliated Hospital of Zhejiang Chinese Medical University
    First Affiliated Hospital of Zhejiang Chinese Medical University

    Hangzhou, Zhejiang

    Key Differentiators

    • Dermatology

  • #5

    Semmelweis University
    Semmelweis University

    Budapest, Hungary

    Key Differentiators

    • Dermatology

Original Source(s)

A two-stage workflow for vitiligo diagnosis: clinical characteristic classification and large language model (LLM)–based report generation

  • by Kaiqiao He, Tianle Xu, Yining Feng, Yafei Lu, Xinju Wang, Linhan Jiang, Sen Guo, Yuanmin He, Wei Dai, Wei Zhang, Jianglin Zhang, Hongbing Lu, Dong Huang, Shuli Li

  • June 1, 2026

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