Author

G. Akshat

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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