Effective Diabetic Retinopathy Classification With Siamese Neural Network: A Strategy for Small Dataset Challenges

Early detection of diabetic retinopathy, a complication of vision loss in advanced stages of diabetes, is essential to avoid permanent vision impairment. However, the automatic detection of diabetic retinopathy through medical image processing requires a large number of training data to build a mode...

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Bibliographic Details
Main Authors: Maria Tariq, Vasile Palade, Yingliang Ma
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10772436/
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