ProtoFlow: interpretable and robust surgical workflow modeling with learned dynamic scene graph prototypes - Top-Institutions - MDSpire

ProtoFlow: interpretable and robust surgical workflow modeling with learned dynamic scene graph prototypes

  • By

  • Felix Holm

  • Ghazal Ghazaei

  • Nassir Navab

  • May 28, 2026

  • 0 min

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Top Institutions in Ophthalmology

Brief introduction explaining scope and methodology.

  • #1

    Technical University of Munich
    Technical University of Munich

    Munich, Bavaria

    Key Differentiators

    • Surgery
    • Computer Science

  • #2

    Brigham and Women’s Hospital
    Brigham and Women’s Hospital

    Boston, Massachusetts

    Key Differentiators

    • Surgery
    • Image-Guided Therapy

  • #3

    University Hospital Rechts der Isar
    University Hospital Rechts der Isar

    Munich, Bavaria

    Key Differentiators

    • Surgery

  • #4

    Technical University of Munich - Klinikum rechts der Isar
    Technical University of Munich - Klinikum rechts der Isar

    Munich, Bavaria

    Key Differentiators

    • Surgery
    • Clinical Research

Original Source(s)

ProtoFlow: interpretable and robust surgical workflow modeling with learned dynamic scene graph prototypes

  • by Felix Holm, Ghazal Ghazaei, Nassir Navab

  • May 28, 2026

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