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

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
Subjects:
medical image analysis
image classification
deep learning
Bi-LSTM
transformer
Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2024.1442114/full
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