Dual-generative synthesis framework: enhancing polyp segmentation in colonoscopy via mask-conditional GANs - Top-Institutions - MDSpire

Framework for Dual-Generation Synthesis: Improving Polyp Segmentation in Colonoscopy Using Mask-Conditional GANs

  • By

  • Mejdl Safran

  • Sultanul Arifeen Hamim

  • M. F. Mridha

  • Dunren Che

  • Sultan Alfarhood

  • July 20, 2026

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Top Institutions in Oncology

Brief introduction explaining scope and methodology.

  • #1

    Mayo Clinic
    Mayo Clinic

    Rochester, Minnesota

    Key Differentiators

    • Gastroenterology

  • #2

    Cleveland Clinic
    Cleveland Clinic

    Cleveland, Ohio

    Key Differentiators

    • Gastroenterology

Original Source(s)

Dual-generative synthesis framework: enhancing polyp segmentation in colonoscopy via mask-conditional GANs

  • by Mejdl Safran, Sultanul Arifeen Hamim, M. F. Mridha, Dunren Che, Sultan Alfarhood

  • July 20, 2026

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