Research on recognition of diabetic retinopathy hemorrhage lesions based on fine tuning of segment anything model

Abstract Diabetic Retinopathy (DR) demands precise hemorrhage detection for early diagnosis, yet manual identification faces challenges due to hemorrhagic lesions’ varied sizes, complex shapes, and color similarities to surrounding tissues, which obscure boundaries and reduce contrast. To address th...

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Bibliographic Details
Main Authors: Sujuan Tang, Qingwen Wu
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-92665-7
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