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Manuel Jesús Cerezo Mazón

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#diffusion models Open access Sep 2026

Generative synthesis of high-fidelity pathological brain MRI via label-conditioned latent diffusion

The synthesis of high-fidelity brain Magnetic Resonance Imaging (MRI) is essential for addressing data scarcity and privacy constraints in medical research. In this study, we present a Latent Diffusion Model (LDM) for conditional MRI generation, operating in a compressed latent space to optimize computational efficienc...

Miguel Herencia García del Castillo, F. Alfano, Manuel Jesús Cerezo Mazón et al. · 0 citations

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