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Enhancing Eye Diseases Diagnosis through Transfer Learning: Study of Deep Convolutional Neural Networks for Accurate Classification of Glaucoma and Diabetic Retinopathy from Healthy Eye Using Fundus Images

2023-07-12

Abstract excerpt

<title>Abstract</title> <p>Fundoscopy, or ophthalmoscopy, is a medical procedure used to examine the inner structures of the eye. Fundoscopic images are valuable resources for developing artificial intelligence systems to aid in the diagnosis and management of eye conditions. This paper focuses on enhancing the robustness and generalizability of machine learning-based retinal image classification systems. A diver...

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Literature Corpus work: 34173186-ec32-522e-99d4-1e9c71d48d4a
DOI: 10.21203/rs.3.rs-3120228/v1

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