A StyleGAN3 model generates realistic synthetic DR1 fundus images with good FID/KID scores, but the paper does not test whether these images improve any diabetic retinopathy classifier.
The Deep Learning Computer Model in Reading Diabetic Retinopathy & Normal Images
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
eess.IV 1years
2025 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
Enhancing Early Diabetic Retinopathy Detection through Synthetic DR1 Image Generation: A StyleGAN3 Approach
A StyleGAN3 model generates realistic synthetic DR1 fundus images with good FID/KID scores, but the paper does not test whether these images improve any diabetic retinopathy classifier.