ARTIFICIAL intelligenceDIABETES complicationsDIAGNOSISVISION disordersPROGNOSISDiabetic retinopathy (DR) is a major complication of diabetes mellitus and is a leading cause of vision loss globally. A prompt and accurate diagnosis is crucial for ensuring favorable visual outcomes, highlighting the...
The purpose of this study is to assess the accuracy of artificial intelligence (AI)-based screening for diabetic retinopathy (DR) and to explore the feasibility of applying AI-based technique to community hospital for DR screening.Nonmydriatic fundus photos were taken for 889 diabetic patients who...
Diabetic retinopathy (DR) is an important cause of blindness globally, and its prevalence is increasing. Early detection and intervention can help change the outcomes of the disease. The rapid development of artificial intelligence (AI) in recent years...
may be treated with panretinal photocoagulation (PRP). This is a more rigorous type of laser diabetic retinopathy surgery. Laser surgery with PRP is designed to reduce the amount of VEGF produced by the retina. In this way, it lowers the risk of new, abnormal vessel development...
diabetic retinopathy imagetechnologyThe article is about diabetic retinopathy. It touches on diabetic retinopathy image, new technologies and the current status of the disease.doi:10.1142/S0219030302000265Keating, D.Parks, S.McDonagh, J.Evans, A. L....
Bora, A. et al. Predicting the risk of developing diabetic retinopathy using deep learning.Lancet Digit. Health3, e10–e19 (2021). CASPubMedGoogle Scholar Guan, Z. et al. Artificial intelligence in diabetes management: advancements, opportunities, and challenges.Cell Rep. Med.4, 101213 (2023...
Artificial Intelligence-based Devices FDA has approved a software program IDx-DR for the detection of 'more than mild diabetic retinopathy' or its absence in 2018. In 2020, EyeArt (Eyenuk) received FDA clearance for the autonomous detection of 'more than mild diabetic retinopathy and vision-threat...
Within seconds, an artificial intelligence (AI) algorithm determines if the patient hasdiabetic retinopathy, a complication of diabetes that can lead to blindness. If they do, the physician refers the patient to an eye care specialist for further evaluation and treatment. ...
Diabetic retinopathy (DR) is a diabetic complication that results in visual impairment and relevant retinal diseases. Current therapeutic strategies on DR
Proliferative Diabetic Retinopathy ML: Machine Learning AI: Artificial Intelligence XAI: Explainable Artificial Intelligence Nas-Mob: Nasnet-Mobile NV: Neovessels MA: Microaneurysms PCA: Principal Component Analysis RF: Random Forest GPU: Graphical Processing Unit CNN: Convolutional Neural Net...