The evaluation of retinal images using an algorithm based on deep machine learning can improve early detection and treatment of diabetic retinopathy, claims research. Adults with type 2 diabetes ...

this week released the results of new research using deep learning and visual analytics technology to advance early detection of diabetic retinopathy (DR) 1. The results, which classify the degree ...

(HealthDay)—A deep learning-enhanced device can accurately detect diabetic ... graded retinal images via a hybrid deep learning-enhanced device. Its classification of retinopathy was compared ...

It makes use of the same machine-learning technique that Google uses to label millions of Web images. Diabetic retinopathy is ... Some form of automated detection could make the diagnosis more ...

The machine learning algorithm is being applied to screen for both diabetic retinopathy and diabetic macular edema, which can cause blindness but are preventable if caught early enough, they said.

There are several systemic health risks associated with diabetes, such as heart disease, chronic kidney disease and diabetic retinopathy ... significance of early detection and prompt intervention ...