Lesion classification and diabetic retinopathy grading by integrating softmax and pooling operators into vision transformer

IntroductionDiabetic retinopathy grading plays a vital role in the diagnosis and treatment of patients. In practice, this task mainly relies on manual inspection using human visual system. However, the human visual system-based screening process is labor-intensive, time-consuming, and error-prone. T...

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Bibliographic Details
Main Authors: Chong Liu, Weiguang Wang, Jian Lian, Wanzhen Jiao
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Public Health
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Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2024.1442114/full
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