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Cristina Granziera

Instance-level quantitative saliency in multiple sclerosis lesion segmentation

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Jun 13, 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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Structural-Based Uncertainty in Deep Learning Across Anatomical Scales: Analysis in White Matter Lesion Segmentation

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Nov 15, 2023
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Towards contrast-agnostic soft segmentation of the spinal cord

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Oct 23, 2023
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GAMER-MRIL identifies Disability-Related Brain Changes in Multiple Sclerosis

Aug 15, 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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Novel structural-scale uncertainty measures and error retention curves: application to multiple sclerosis

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Nov 11, 2022
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Shifts 2.0: Extending The Dataset of Real Distributional Shifts

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Jun 30, 2022
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Cortical lesions, central vein sign, and paramagnetic rim lesions in multiple sclerosis: emerging machine learning techniques and future avenues

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Jan 19, 2022
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Learn to Ignore: Domain Adaptation for Multi-Site MRI Analysis

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Oct 13, 2021
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