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Benjamin Lambert

Trustworthy clinical AI solutions: A unified review of uncertainty quantification in Deep Learning models for medical image analysis
2024 · Benjamin Lambert, Florence Forbes, et al. · Artificial Intelligence in Medicine · 360
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Improving Uncertainty-based Out-of-Distribution Detection for Medical Image Segmentation
2022 · Lambert, Benjamin, Forbes, Florence, et al. · arXiv (Cornell University) · 10
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Anisotropic Hybrid Networks for Liver Tumor Segmentation with Uncertainty Quantification
2023 · Benjamin Lambert, Pauline Roca, et al. · Lecture notes in computer science · 9
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Leveraging 3d Information In Unsupervised Brain Mri Segmentation
2021 · Benjamin Lambert, Maxime Louis, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 9
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Multi-layer Aggregation as a Key to Feature-Based OOD Detection
2023 · Benjamin Lambert, Florence Forbes, et al. · Lecture notes in computer science · 8
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Beyond Voxel Prediction Uncertainty: Identifying Brain Lesions You Can Trust
2022 · Benjamin Lambert, Florence Forbes, et al. · Lecture notes in computer science · 7
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Robust Conformal Volume Estimation in 3D Medical Images
2024 · Benjamin Lambert, Florence Forbes, et al. · Lecture notes in computer science · 6
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TriadNet: Sampling-Free Predictive Intervals for Lesional Volume in 3D Brain MR Images
2023 · Benjamin Lambert, Florence Forbes, et al. · Lecture notes in computer science · 3
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Fast Uncertainty Quantification for Deep Learning-based MR Brain Segmentation
2022 · Lambert, Benjamin, Forbes, Florence, et al. · HAL · 2
From out-of-distribution detection to quality control
2025 · Benjamin Lambert, Florence Forbes, et al. · Elsevier eBooks · 1
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Multi-Scale Evaluation of Uncertainty Quantification Techniques for Deep Learning based MRI Segmentation
2023 · Benjamin Lambert, Florence Forbes, et al. · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition · 1
L’antériorité de La Dança general de la Muerte sur le thème des Danses macabres en Europe : analyse chronologique et contexte historique
2026 · Lambert, Benjamin Christophe · HAL
List of contributors
2025 · Judith Abecassis, Aftab Akram, et al. · Elsevier eBooks
Uncertainty-based Quality Control for Subcortical Structures Segmentation in T1-weighted Brain MRI
2024 · Benjamin Lambert, Florence Forbes, et al. · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
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Quantifying and understanding uncertainty in deep-learning-based medical image segmentation
2024 · Benjamin Lambert · theses.fr (ABES)
Segmentation d'IRM multimodales par réseaux de neurones : Stratégies de transfert d'apprentissage pour des ensembles de données de taille limitée
2024 · Talba Malla Tchamedeu, Liliane Daniela, Lambert, Benjamin, et al. · HAL
Intervalles de confiance pour l'estimation de superficies à partir d'images satellitaires
2023 · Lambert, Benjamin, Forbes, Florence, et al. · HAL
Quantifying Uncertainty in Deep Learning-based medical image segmentation
2023 · Lambert, Benjamin · HAL
Safety-Net : Identification automatique des erreurs de segmentation des lésions de la Sclérose-en-Plaques
2023 · Lambert, Benjamin, Forbes, Florence, et al. · HAL
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Corrélation entre expérience collaborateur et gestion des talents
2019 · Lambert, Benjamin · HAL
Works count: 22
Citation count: 416
H-index: 6
I10-index: 2
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