Simple methods for the lesion detection and severity grading of diabetic retinopathy by image processing and transfer learning
Ayaka Sugeno, Yasuyuki Ishikawa, Toshio Ohshima, Rieko Muramatsu
Topics & Concepts
Diabetic retinopathyComputer scienceConvolutional neural networkArtificial intelligenceGrading (engineering)Fundus (uterus)Transfer of learningDeep learningRetinalLesionRetinopathyPattern recognition (psychology)Artificial neural networkMedicineOphthalmologyDiabetes mellitusPathologyCivil engineeringEngineeringEndocrinologyRetinal Imaging and AnalysisRetinal Diseases and TreatmentsRetinal and Optic Conditions