A Privacy-Preserving Approach Using Deep Learning Models for Diabetic Retinopathy Diagnosis

• Main Authors: Ng, Jun Chen, Yeoh, Pauline Shan Qing, Bing, Li, Wu, Xiang, Hasikin, Khairunnisa, Lai, Khin Wee
• Format: Article
• Published: Institute of Electrical and Electronics Engineers 2024
• Subjects: R Medicine (General); T Technology (General)
• Online Access: http://eprints.um.edu.my/47078/; https://doi.org/10.1109/ACCESS.2024.3469537

Diabetic Retinopathy (DR) is the most common complication of Diabetes Mellitus and can lead to blindness if not detected early. Since DR is often asymptomatic in its early stage, timely diagnosis is crucial. Artificial Intelligence (AI) has the potential to facilitate early disease detection and tre...