Volume 10, Issue 5, October 2025

  • Research Article

    Segmentation-Driven Glaucoma Classification from Retinal Fundus Images Using Optic Disk Localization, Linear and Nonlinear Multiple Instance Learning Frameworks

    Mahbub Hasan*

    Issue: Volume 10, Issue 5, October 2025
    Pages: 83-91
    Received: 24 August 2025
    Accepted: 4 September 2025
    Published: 25 September 2025
    DOI: 10.11648/j.mcs.20251005.11
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    Abstract: In recent years, glaucoma has been one of the leading causes of vision loss, and its early detection is essential for preventing irreparable damage. This study proposes an efficient classification approach using segmentation on retinal fundus images from the MESSIDOR dataset, focusing on optic disk segmentation to enhance disease-specific feature e... Show More