Trustworthy clinical AI solutions: A unified review of uncertainty quantification in Deep Learning models for medical image analysis. - Lambert, Benjamin; Forbes, Florence; Doyle, Senan; Dehaene, Harmonie; Dojat, Michel (Artif. Intell. Medicine, 2024)

Robust Conformal Volume Estimation in 3D Medical Images. - Lambert, Benjamin; Forbes, Florence; Doyle, Senan; Dojat, Michel (2024)

Robust Conformal Volume Estimation in 3D Medical Images. - Lambert, Benjamin; Forbes, Florence; Doyle, Senan; Dojat, Michel (CoRR, 2024)

TriadNet: Sampling-Free Predictive Intervals for Lesional Volume in 3D Brain MR Images. - Lambert, Benjamin; Forbes, Florence; Doyle, Senan; Dojat, Michel (2023)

Multi-layer Aggregation as a Key to Feature-Based OOD Detection. - Lambert, Benjamin; Forbes, Florence; Doyle, Senan; Dojat, Michel (2023)

Anisotropic Hybrid Networks for Liver Tumor Segmentation with Uncertainty Quantification. - Lambert, Benjamin; Roca, Pauline; Forbes, Florence; Doyle, Senan; Dojat, Michel (2023)

TriadNet: Sampling-free predictive intervals for lesional volume in 3D brain MR images. - Lambert, Benjamin; Forbes, Florence; Doyle, Senan; Dojat, Michel (CoRR, 2023)

Multi-layer Aggregation as a key to feature-based OOD detection. - Lambert, Benjamin; Forbes, Florence; Doyle, Senan; Dojat, Michel (CoRR, 2023)

Anisotropic Hybrid Networks for liver tumor segmentation with uncertainty quantification. - Lambert, Benjamin; Roca, Pauline; Forbes, Florence; Doyle, Senan; Dojat, Michel (CoRR, 2023)

Beyond Voxel Prediction Uncertainty: Identifying Brain Lesions You Can Trust. - Lambert, Benjamin; Forbes, Florence; Doyle, Senan; Tucholka, Alan; Dojat, Michel (2022)

Beyond Voxel Prediction Uncertainty: Identifying brain lesions you can trust. - Lambert, Benjamin; Forbes, Florence; Doyle, Senan; Tucholka, Alan; Dojat, Michel (CoRR, 2022)

Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis. - Lambert, Benjamin; Forbes, Florence; Tucholka, Alan; Doyle, Senan; Dehaene, Harmonie; Dojat, Michel (CoRR, 2022)

Improving Uncertainty-based Out-of-Distribution Detection for Medical Image Segmentation. - Lambert, Benjamin; Forbes, Florence; Doyle, Senan; Tucholka, Alan; Dojat, Michel (CoRR, 2022)

Leveraging 3d Information In Unsupervised Brain Mri Segmentation. - Lambert, Benjamin; Louis, Maxime; Doyle, Senan; Forbes, Florence; Dojat, Michel; Tucholka, Alan (2021)

Leveraging 3D Information in Unsupervised Brain MRI Segmentation. - Lambert, Benjamin; Louis, Maxime; Doyle, Senan; Forbes, Florence; Dojat, Michel; Tucholka, Alan (CoRR, 2021)

Traumatic Brain Lesion Quantification Based on Mean Diffusivity Changes. - Maggia, Christophe; Mistral, Thomas; Doyle, Senan; Forbes, Florence; Krainik, Alexandre; Galanaud, Damien; Schmitt, Emmanuelle; Kremer, Stéphane; Troprès, Irène; Barbier, Emmanuel Luc; Payen, Jean-François; Dojat, Michel (2017)

Sub-acute and Chronic Ischemic Stroke Lesion MRI Segmentation. - Doyle, Senan; Forbes, Florence; Jaillard, Assia; Heck, Olivier; Detante, Olivier; Dojat, Michel (2017)

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS). - Menze, Bjoern H.; Jakab, András; Bauer, Stefan; Kalpathy-Cramer, Jayashree; Farahani, Keyvan; Kirby, Justin S.; Burren, Yuliya; Porz, Nicole; Slotboom, Johannes; Wiest, Roland; Lanczi, Levente; Gerstner, Elizabeth R.; et al. (IEEE Trans. Medical Imaging, 2015)

Assessment of Tissue Injury in Severe Brain Trauma. - Maggia, Christophe; Doyle, Senan; Forbes, Florence; Heck, Olivier; Troprès, Irène; Berthet, Corentin; Teyssier, Yann; Velly, Lionel; Payen, Jean-François; Dojat, Michel (2015)

On the difficulty to delimit disease risk hot spots. - Charras-Garrido, M.; Azizi, Lamiae; Forbes, Florence; Doyle, Senan; Peyrard, Nathalie; Abrial, D. (Int. J. Appl. Earth Obs. Geoinformation, 2013)

Adaptive weighted fusion of multiple MR sequences for brain lesion segmentation. - Forbes, Florence; Doyle, Senan; García-Lorenzo, Daniel; Barillot, Christian; Dojat, Michel (2010)

A Weighted Multi-Sequence Markov Model For Brain Lesion Segmentation. - Forbes, Florence; Doyle, Senan; García-Lorenzo, Daniel; Barillot, Christian; Dojat, Michel (2010)