VR-FuseNet: A Fusion of Heterogeneous Fundus Data and Explainable Deep Network for Diabetic Retinopathy Classification
Shamim Rahim Refat, Ziyan Shirin Raha, Shuvashis Sarker, Faika Fairuj Preotee, Mohammad Mizanur Rahman, Tashreef Muhammad, Mohammad Shafiul Alam
Topics & Concepts
Artificial intelligenceDiabetic retinopathyComputer scienceConvolutional neural networkPreprocessorPattern recognition (psychology)Feature extractionFundus (uterus)Deep learningRobustness (evolution)MedicineRetinopathyBlindnessDeep neural networksAdaptive histogram equalizationClassifier (UML)RetinalOverfittingFeature (linguistics)Margin (machine learning)Computer visionRetinal DisorderOptometryArtificial neural networkPoolingEnucleationDrusenRetinal Imaging and AnalysisRetinal Diseases and TreatmentsCOVID-19 diagnosis using AI