Ensembled Deep Convolutional Generative Adversarial Network for Grading Imbalanced Diabetic Retinopathy Recognition

Diabetic Retinopathy (DR) is one of the leading causes of blindness and vision loss worldwide. According to the International Diabetes Federation (IDF), approximately one-third of individuals with diabetes, equivalent to 32.2%, are affected by some form of DR. Due to the uneven data distribut...

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Principais autores:	Huma Naz, Rahul Nijhawan, Neelu Jyothi Ahuja, Shaha Al-Otaibi, Tanzila Saba, Saeed Ali Bahaj, Amjad Rehman
Formato:	Artigo
Idioma:	Inglês
Publicado:	IEEE 2023-01-01
Series:	IEEE Access
Assuntos:	Diabetic retinopathy detection imbalance data ensembled GAN healthcare health risks
Acceso en liña:	https://ieeexplore.ieee.org/document/10296890/
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