A Hybrid GAN-BiGRU Model Enhanced by African Buffalo Optimization for Diabetic Retinopathy Detection

Diabetic retinopathy (DR) is a severe complication of diabetes mellitus, leading to vision impairment or even blindness if not diagnosed and treated early. A manual inspection of the patient's retina is the conventional way for diagnosing diabetic retinopathy. This study offers a novel method f...

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Veröffentlicht in:	International journal of advanced computer science & applications 2024, Vol.15 (1)
Hauptverfasser:	P, Sasikala, Dohare, Sushil, Ansari, Mohammed Saleh Al, Ramesh, Janjhyam Venkata Naga, El-Ebiary, Yousef A.Baker, Thenmozhi, E.
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Data processing Diabetes Diabetes mellitus Diabetic retinopathy Diagnosis Feature extraction Generative adversarial networks Optimization Optimization techniques Parameter identification Pictures
Online-Zugang:	Volltext
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