Diabetic Retinopathy Detection Using Quantum Transfer Learning

arXiv:2405.01734v1 Announce Type: new
Abstract: Diabetic Retinopathy (DR), a prevalent complication in diabetes patients, can lead to vision impairment due to lesions formed on the retina. Detecting DR at an advanced stage often results in irreversible blindness. The traditional process of diagnosing DR through retina fundus images by ophthalmologists is not only time-intensive but also expensive. While classical transfer learning models have been widely adopted for computer-aided detection of DR, their high maintenance costs can hinder their detection efficiency. In …

abstract advanced arxiv blindness cs.ai cs.cv detection diabetes images patients process quantum results stage through transfer transfer learning type vision