A hybrid ViT-L/32–MaxViT-L architecture with adaptive gated fusion for multiclass gastrointestinal disease detection and multi-method post-hoc explainability - Top-Institutions - MDSpire

A hybrid ViT-L/32–MaxViT-L architecture with adaptive gated fusion for multiclass gastrointestinal disease detection and multi-method post-hoc explainability

  • By

  • Shahid Mohammad Ganie

  • Pijush Kanti Dutta Pramanik

  • Zhongming Zhao

  • July 14, 2026

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Top Institutions in Gastroenterology

Brief introduction explaining scope and methodology.

  • #1

    Mayo Clinic
    Mayo Clinic

    Rochester, Minnesota

    Key Differentiators

    • Gastroenterology
    • GI Surgery

  • #2

    Cleveland Clinic
    Cleveland Clinic

    Cleveland, Ohio

    Key Differentiators

    • Gastroenterology
    • GI Surgery

  • #3

    Seoul National University Hospital
    Seoul National University Hospital

    Seoul, South Korea

    Key Differentiators

    • Gastroenterology

  • #4

    University of Göttingen
    University of Göttingen

    Göttingen, Germany

    Key Differentiators

    • Gastroenterology

  • #5

    University of Greifswald
    University of Greifswald

    Greifswald, Germany

    Key Differentiators

    • Gastroenterology

Original Source(s)

A hybrid ViT-L/32–MaxViT-L architecture with adaptive gated fusion for multiclass gastrointestinal disease detection and multi-method post-hoc explainability

  • by Shahid Mohammad Ganie, Pijush Kanti Dutta Pramanik, Zhongming Zhao

  • July 14, 2026

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