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Philippe C. Cattin

Denoising Diffusion Models for Anomaly Localization in Medical Images

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Oct 31, 2024
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Deep Generative Models for 3D Medical Image Synthesis

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Oct 23, 2024
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Modeling the Neonatal Brain Development Using Implicit Neural Representations

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Aug 16, 2024
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Denoising Diffusion Models for 3D Healthy Brain Tissue Inpainting

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Mar 21, 2024
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Binary Noise for Binary Tasks: Masked Bernoulli Diffusion for Unsupervised Anomaly Detection

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Mar 18, 2024
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WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis

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Feb 29, 2024
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Denoising Diffusion Models for Inpainting of Healthy Brain Tissue

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Feb 27, 2024
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Diffusion Models for Memory-efficient Processing of 3D Medical Images

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Mar 27, 2023
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Point Cloud Diffusion Models for Automatic Implant Generation

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Mar 14, 2023
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Diffusion Models for Contrast Harmonization of Magnetic Resonance Images

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Mar 14, 2023
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