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A new deep learning approach for the retinal hard exudates detection based on superpixel multi-feature extraction and patch-based CNN

Chenxi Huang, Yongshuo Zong, Yimin Ding, Xin Luo, Kathy Clawson, Yonghong Peng

2020Neurocomputing34 citationsDOIOpen Access PDF

Topics & Concepts

Computer scienceArtificial intelligenceConvolutional neural networkDiabetic retinopathyDeep learningPattern recognition (psychology)Feature extractionCluster analysisSegmentationBlindnessFeature (linguistics)Diabetes mellitusMedicineOptometryLinguisticsPhilosophyEndocrinologyRetinal Imaging and AnalysisRetinal Diseases and TreatmentsGlaucoma and retinal disorders
A new deep learning approach for the retinal hard exudates detection based on superpixel multi-feature extraction and patch-based CNN | Litcius