Researchers from Symbiosis International (Deemed University) Detail New Studies and Findings in the Area of Diabetic Retinopathy (Multimodal Image Fusion for the Detection of Diabetic Retinopathy Using Optimized Explainable Ai-based Light Gbm...).

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Zdroj: Diabetes Week; 11/4/2024, p355-355, 1p
Abstrakt: Researchers from Symbiosis International (Deemed University) in Pune, India, have developed a new approach called Dunnock-Scheduler optimization-based Light GBM (DkSO-Light GBM) for the detection of Diabetic Retinopathy (DR) using multimodal image fusion. This method combines Optical Coherence Tomography Angiography (OCTA) images with fundus images to classify normal and abnormal retinas with high accuracy. The experimental outcomes show that the DkSO-Light GBM model outperforms conventional techniques in terms of accuracy, sensitivity, specificity, and other metrics, making it a promising tool for automated DR diagnosis. [Extracted from the article]
Databáze: Complementary Index