University of Johannesburg Researchers Update Current Data on Diabetic Retinopathy (Developing a Transparent Diagnosis Model for Diabetic Retinopathy Using Explainable AI).

Researchers at the University of Johannesburg have developed a transparent diagnosis model for diabetic retinopathy using Explainable AI (XAI) to address the challenges of diverse symptoms and diagnostic difficulties associated with the disease. The XAI approach enhances interpretability of models, allowing clinicians to understand the reasoning behind decisions and improve diagnostic accuracy. The proposed model achieved a 94% better diagnostic accuracy than traditional methods, indicating potential for improved healthcare settings. The study was supported by the Research Fund from the University of Johannesburg and involved researchers from diverse backgrounds. [Extracted from the article]