Using deep learning architectures for detection and classification of diabetic retinopathy

C Mohanty, S Mahapatra, B Acharya, F Kokkoras… - Sensors, 2023 - mdpi.com
Diabetic retinopathy (DR) is a common complication of long-term diabetes, affecting the
human eye and potentially leading to permanent blindness. The early detection of DR is …

[HTML][HTML] Update on management of non-proliferative diabetic retinopathy without diabetic macular edema; is there a paradigm shift?

A Arabi, R Tadayoni, H Ahmadieh… - Journal of Ophthalmic …, 2022 - ncbi.nlm.nih.gov
Diabetic retinopathy (DR) is the major cause of visual impairment and blindness in the
working-age population. Conventional management for nonproliferative diabetic retinopathy …

Development and external validation of a predictive model for type 2 diabetic retinopathy

Y Li, B Hu, L Lu, Y Li, S Caika, Z Song, G Sen - Scientific Reports, 2024 - nature.com
Diabetes retinopathy (DR) is a critical clinical disease with that causes irreversible visual
damage in adults, and may even lead to permanent blindness in serious cases. Early …

Deep learning for diabetic retinopathy detection and classification Using Long Short-Term Memory (LSTM)

MP Kumar, DS Goud, S Sankar… - 2024 4th International …, 2024 - ieeexplore.ieee.org
Macular edema, diabetic retinopathy, and other apparent microvascular abnormalities in the
human retina are common consequences of diabetes. The primary cause of blindness in the …

[引用][C] Advance Deep Learning Approach for Diabetic Retinopathy Detection and Severity Classification Utilizing ResNet50

A Khalil, FU Khan, M Faisal, M Hasanat, A Jan, Y Ali