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N. Sharaf

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Conference Aug 2026

Synthetic Data Augmentation via Class-Conditional Latent Diffusion Models for Fundus Image Quality Assessment

Reliable automated fundus image quality assessment (FIQA) is a critical prerequisite for large-scale diabetic retinopathy (DR) screening, yet clinical datasets typically suffer from severe class imbalance that undermines classifier performance on minority quality grades. We present a comprehensive comparative study of...

N. Sharaf, S. Abdulwahab, Domènec Puig et al. · 0 citations

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