Diabetic retinopathy pathological signs detection using image enhancement technique and deep learning / Abdul Hafiz Abu Samah …[et al.]

• Main Authors: Abu Samah, Abdul Hafiz, Ahmad, Fadzil, Osman, Muhammad Khusairi, Md Tahir, Noritawati, Idris, Mohaiyedin, Abd. Aziz, Nor Azimah
• Format: Article
• Language: English
• Published: Universiti Teknologi MARA 2021
• Subjects: Computer applications to medicine. Medical informatics; Neural Networks (Computer). Artificial intelligence; Diabetes Mellitus
• Online Access: http://ir.uitm.edu.my/id/eprint/47329/1/47329.pdf; http://ir.uitm.edu.my/id/eprint/47329/; https://jeesr.uitm.edu.my

The screening of diabetic retinopathy (DR) affects the visual inspection of retina images taken by ophthalmologists to detect the specific signs of pathology such as exudate, hemorrhage (HEM) and microaneurysm (MA). However, this process is currently conducted manually in many hospitals. Therefore,...