An automated diabetic retinopathy of severity grade classification using transfer learning and fine-tuning for fundus images
Sachin Chavan, Nitin S. Choubey
Topics & Concepts
Computer scienceArtificial intelligencePreprocessorFundus (uterus)Diabetic retinopathyTransfer of learningSegmentationDeep learningPattern recognition (psychology)F1 scoreCADNormalization (sociology)Cohen's kappaMachine learningDiabetes mellitusRadiologyMedicineSociologyEngineeringEndocrinologyEngineering drawingAnthropologyRetinal Imaging and AnalysisArtificial Intelligence in HealthcareDigital Imaging for Blood Diseases