A multi-channel Inception V3 model with custom downscaling preprocessing outperforms prior methods on accuracy, sensitivity, and specificity when trained on the combined Kaggle and IDRiD diabetic retinopathy datasets.
Classification of diabetic retinopathy images by using deep learning models
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Diabetic Retinopathy Classification using Downscaling Algorithms and Deep Learning
A multi-channel Inception V3 model with custom downscaling preprocessing outperforms prior methods on accuracy, sensitivity, and specificity when trained on the combined Kaggle and IDRiD diabetic retinopathy datasets.