Author

Tusar Kanti Mishra

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Preprint Aug 2026

Unsupervised Anatomical Feature Learning via Diffusion Models: Enhanced Medical Image Segmentation with Denoising Diffusion Probabilistic Models

Using unlabeled images for diffusion-based pretraining successfully embeds robust anatomical features prior to human supervision, transforming U-Nets into anatomy-aware systems.

G. Akshat, D. Gupta, Shaleen Bhatnagar et al. · 0 citations

Open access Aug 2026

Explainable machine learning framework for foodborne disease outbreak prediction in Eastern Province, Saudi Arabia: case study

A machine learning-based model for predicting outbreaks, explainability, and spatial risk propagation, validated through a multiyear data set of an epidemiological nature from 12 cities in the Eastern Province of Saudi Arabia (2021–2025).

N. F. Saleem ALAnsary, Mahmood Berekaa, Raghad Alhotheyfa et al. · Frontiers in Public Health · 0 citations