Deep learning is quickly becoming the leading methodology for medical image analysis.
Given a large medical archive, where each image is associated with a diagnosis, efficient …

To verify and validate networks, it is essential to gain insight into their decisions, limitations
as well as possible shortcomings of training data. In this work, we propose a post-hoc …

Convolutional neural networks (CNNs) show impressive performance for image
classification and detection, extending heavily to the medical image domain. Nevertheless …

Diabetic retinopathy (DR) is a condition that damages the retina in people with diabetes and
can lead to vision loss. It can be detected by observing the morphological changes in the …

Diabetic retinopathy (DR) is a chronic disease in the eye due to blood leakages which
causes vision impairment and can be identified on the surface of the retina. Diabetic patients …

One of the eye disease is Diabetic Retinopathy. Diabetic Retinopathy is observed in patient
with long term diabetes. Retinal blood vessels discharges due to sugar level increase and …