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Michel Dojat

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Robust Conformal Volume Estimation in 3D Medical Images

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Jul 29, 2024
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Towards frugal unsupervised detection of subtle abnormalities in medical imaging

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Sep 04, 2023
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Anisotropic Hybrid Networks for liver tumor segmentation with uncertainty quantification

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Aug 23, 2023
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Multi-layer Aggregation as a key to feature-based OOD detection

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Jul 28, 2023
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TriadNet: Sampling-free predictive intervals for lesional volume in 3D brain MR images

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Jul 28, 2023
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Graph-based methods coupled with specific distributional distances for adversarial attack detection

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May 31, 2023
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Brain subtle anomaly detection based on auto-encoders latent space analysis : application to de novo parkinson patients

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Feb 27, 2023
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Improving Uncertainty-based Out-of-Distribution Detection for Medical Image Segmentation

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Nov 10, 2022
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Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis

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Oct 05, 2022
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Beyond Voxel Prediction Uncertainty: Identifying brain lesions you can trust

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Sep 22, 2022
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