Author

Souvik Pramanik

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Preprint Sep 2026

From Knowledge to Legitimacy: A Philosophical Problem Discovery of AI Implementation Readiness in Public Health Disease Surveillance

A theoretical framework is developed that conceptualizes AI implementation in disease surveillance as simultaneously a socio-technical and normative process and offers a structured perspective for designing more context-sensitive, ethically grounded, and institutionally sustainable AI-enabled disease surveillance syste...

Tithi Mitra, Souvik Pramanik, Most. Aysha Siddika Sumona et al. · 0 citations

#artificial intelligence Preprint Aug 2026

GAN-Diff : Coupling Pretrained WGAN-GP Features with Conditional Diffusion U-Nets

A hybrid GAN-guided diffusion framework that uses a pretrained Wasserstein GAN with gradient penalty (WGAN-GP) as a feature prior for conditional diffusion-based image restoration that consistently improves the quality of both degraded and low-resolution images.

Saif Ahmed, A. Galib, S. Antu et al. · 0 citations