GMS-JIGNet: guided multi-scale jigsaw puzzles for self-supervised artificial spot segmentation in fundus photography

Abstract Dust and sensor noise often create artificial spots in fundus photography, and clinicians may occasionally misinterpret them as pathological signs such as microaneurysms. Reliable computer-aided diagnosis depends on accurately identifying and segmenting such artifacts. However, producing pi...

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Bibliographic Details
Main Authors: Jaehan Joo, Hunyoul Lee, Suk Chan Kim
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-07077-4
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