Author

M. Sarwar

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Open access Aug 2026

Clinical-guided deep learning framework for diabetic retinopathy: integrating lesion-aware attention, adversarial augmentation, and uncertainty quantification

The global prevalence of diabetic retinopathy (DR) is increasing in parallel with the rising burden of diabetes, posing a substantial public health challenge. Current automated DR screening systems often lack lesion-level interpretable, robustness against class imbalance, and reliable uncertainty estimation, limiting t...

Sehrish Saleem, Ramzan Talib, Muhammad Kashif Hanif et al. · Scientific Reports · 1 citation

Open access Sep 2026

Cross-domain remote sensing scene classification via Swin Transformer with domain-invariant feature learning

The effectiveness of the proposed feature extraction framework based on the Swin Transformer for cross-domain remote sensing image classification is demonstrated, reducing the optical–radar modality gap while maintaining robust cross-domain classification performance.

Nabila Akram, Bushra Zafar, U. Jamil et al. · Discover Computing · 0 citations