Diabetic retinopathy data augmentation and vessel segmentation through deep learning based three fully convolution neural networks
Sachdeva J, Mishra P, Katoch D. Diabetic retinopathy data augmentation and vessel segmentation through deep learning based three fully convolution neural networks. Image And Vision Computing 2024, 151: 105284. DOI: 10.1016/j.imavis.2024.105284.Peer-Reviewed Original ResearchConvolutional neural networkNeural networkGaussian filterFundus imagesDifference of Gaussians filterGaussian (DoG) filterDifference of Gaussian (DoG) filterHigh frequency detailsEye fundus imagesVessel segmentation methodPresence of noiseFrequency detailsData augmentationAugmented imagesDeep learningVoting classifierVessel segmentationSegmentation methodFCNNEnsemble modelClinical datasetsNetworkRetinal fundusDatasetFilter
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