Diabetic Retinopathy (DR) is a significant cause of blindness globally, highlighting the
urgent need for early detection and effective treatment. Recent advancements in Machine …

Diabetic Retinopathy (DR) causes quite a few blindness worldwide, which can be refrained
by the timely diagnosis on retinal images. Recently, researches on deep learning-based …

Diabetic Retinopathy (DR) causes a significant health threat to the patient's vision with
diabetic disease, which may result in blindness in severe situations. Various automatic DR …

Diabetic retinopathy (DR) is a common complication of diabetes, which can lead to vision
loss. Early diagnosis is crucial to prevent the progression of DR. In recent years, deep …

Annotated training data insufficiency remains to be one of the challenges of applying deep
learning in medical data classification problems. Transfer learning from an already trained …

Background Diabetic retinopathy, as a severe public health problem associated with vision
loss, should be diagnosed early using an accurate screening tool. While many previous …

In recent years, the severity classification of some well-known diseases has gradually
become a focus of researchers, especially diabetic retinopathy (DR) recognition caused by …

Diabetic retinopathy (DR) is an essential factor that has caused vision loss and even
blindness in middle-aged and older adults. A system that can automatically perform DR …

Diabetic retinopathy (DR) is a fast-spreading disease across the globe, which is caused by
diabetes. The DR may lead the diabetic patients to complete vision loss. In this scenario …

Diabetes has recently emerged as a worldwide problem, and diabetic retinopathy is an
abnormal state associated with the human retina. Due to the increase in daily screen-related …