Author

Francesco Aldo Venturelli

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#artificial intelligence Preprint Sep 2026

Quantum Diffusion Models for Medical Image Analysis

A scalable hybrid Quantum Diffusion Model is presented, based on a Discrete-Time Quantum Walk algorithm, executed on a real quantum device, to model the forward dynamics of the diffusion model, and its use for medical image analysis is evaluated.

Francesco Aldo Venturelli, Stefano Martina, Marco Parigi et al. · 0 citations