Automatic classification of retinal diseases with transfer learning-based lightweight convolutional neural network
Zhenzhen Lu, Jingpeng Miao, Jingran Dong, Shuyuan Zhu, Xiaobing Wang, Jihong Feng
Topics & Concepts
HyperparameterComputer scienceConvolutional neural networkTransfer of learningDiabetic retinopathyArtificial intelligenceDeep learningBlindnessMobile deviceMachine learningPopulationF1 scorePattern recognition (psychology)MedicineOptometryDiabetes mellitusEndocrinologyOperating systemEnvironmental healthRetinal Imaging and AnalysisRetinal Diseases and TreatmentsDigital Imaging for Blood Diseases