Diabetic retinopathy detection using supervised and unsupervised deep learning: a review study

H Naz, NJ Ahuja, R Nijhawan - Artificial Intelligence Review, 2024 - Springer
The severe progression of Diabetes Mellitus (DM) stands out as one of the most significant
concerns for healthcare officials worldwide. Diabetic Retinopathy (DR) is a common …

[PDF][PDF] Haemorrhage Detection and Classification: A Review

P Jaware, MS Borkar - … of Engineering Research and Application s, 2017 - academia.edu
In Indian population, the count of diabetic peoples gets increasing day by day. Due to
improper balance of insulin in the human body causes Diabetic. The most common symptom …

COMPUTER HYBRID SYSTEM OF HEMORRHAGE (HES) DETECTION USED FOR AIDED DIAGNOSIS OF DIABETIC RETINOPATHY

A Feroui, M Messadi, A Lazouni… - Journal of Mechanics in …, 2021 - World Scientific
Diabetes cause's metabolic and physiological abnormalities in the retina and the changes
suggest a role for inflammation in the development of diabetic retinopathy. Abnormal blood …

Dark lesion elimination based on area, eccentricity and extent features for supporting haemorrhages detection

V Yulyanti, HA Nugroho, I Ardiyanto… - … in Science and …, 2019 - cst.kipmi.or.id
One of the complications due to the long-term of diabetes is retinal vessels damaging called
diabetic retinopathy. It is characterised by appearing the bleeding spots in the large size …

Detection and Classification of Retinal Red Lesions via Regional Spatial Transformations and Neural Network

MA Hussain, U Rehman, SOB Islam… - Proceedings of the …, 2019 - dl.acm.org
The worldwide loss in human vision is primarily associated with Diabetic Retinopathy (DR).
It occurs due to accelerated levels of blood sugar thereby causing perforation, bulging and …

[引用][C] A CNN Approach to Central Retinal Vein Occlusion Detection

JR Bala, MMR Sindha, J Sahayam, P Govindharaj… - International Journal of …, 2023