Diagnosis of Diabetic Retinopathy through Retinal Fundus Images and 3D Convolutional Neural Networks with Limited Number of Samples

Table 3

Performance metrics for the binary classification tasks without augmentation, with random weak Gaussian blurred augmentation, with random shift augmentation, and with combined augmentations.

Task	Performance metrics
Without augmentation
With random weak Gaussian blurred augmentation
With random shifted augmentation
With combined augmentations (along with test split)