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Françoise Durand-Dubief
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2020 – today
- 2023
- [j6]Valentine Wargnier-Dauchelle
, Thomas Grenier
A Weakly Supervised Gradient Attribution Constraint for Interpretable Classification and Anomaly Detection. IEEE Trans. Medical Imaging 42(11): 3336-3347 (2023) - [c8]Gaël Vila, Axel Bonnet, F. Chauveau, S. Gaillard, Françoise Durand-Dubief, Sorina Camarasu-Pop, H. Ratiney:
Computational Reproducibility in Metabolite Quantification Applied to Short Echo Time In Vivo MR Spectroscopy. ISBI 2023: 1-5 - 2022
- [j5]Berardino Barile
Ensemble Learning for Multiple Sclerosis Disability Estimation Using Brain Structural Connectivity. Brain Connect. 12(5): 476-488 (2022) - [j4]Berardino Barile, Pooya Ashtari
Classification of multiple sclerosis clinical profiles using machine learning and grey matter connectome. Frontiers Robotics AI 9 (2022) - [c7]Berardino Barile, Pooya Ashtari, Françoise Durand-Dubief, Frederik Maes
A Kernel Based Multilinear SVD Approach for Multiple Sclerosis Profiles Classification. ESANN 2022 - 2021
- [j3]Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier:
Data augmentation using generative adversarial neural networks on brain structural connectivity in multiple sclerosis. Comput. Methods Programs Biomed. 206: 106113 (2021) - [j2]Francesco Calimeri
A Logic-Based Framework Leveraging Neural Networks for Studying the Evolution of Neurological Disorders. Theory Pract. Log. Program. 21(1): 80-124 (2021) - [c6]Valentine Wargnier-Dauchelle, Thomas Grenier, Françoise Durand-Dubief, François Cotton, Michaël Sdika:
A More Interpretable Classifier For Multiple Sclerosis. ISBI 2021: 1062-1066 - 2020
- [c5]Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier:
Tensor Factorization of Brain Structural Graph for Unsupervised Classification in Multiple Sclerosis. ICPR 2020: 5052-5059
2010 – 2019
- 2019
- [c4]Aldo Marzullo, Gabriel Kocevar, Claudio Stamile, Francesco Calimeri
Prediction of Multiple Sclerosis Patient Disability from Structural Connectivity using Convolutional Neural Networks. EMBC 2019: 2087-2090 - [i1]Francesco Calimeri, Francesco Cauteruccio, Luca Cinelli, Aldo Marzullo, Claudio Stamile, Giorgio Terracina, Françoise Durand-Dubief, Dominique Sappey-Marinier:
A Logic-Based Framework Leveraging Neural Networks for Studying the Evolution of Neurological Disorders. CoRR abs/1910.09472 (2019) - 2017
- [c3]Adrian Ion-Margineanu, Gabriel Kocevar, Claudio Stamile, Diana Maria Sima
A Comparison of Machine Learning Approaches for Classifying Multiple Sclerosis Courses Using MRSI and Brain Segmentations. ICANN (2) 2017: 643-651 - 2015
- [c2]Claudio Stamile
A Graph Based Classification Method for Multiple Sclerosis Clinical Forms Using Support Vector Machine. MLMMI@ICML 2015: 57-64 - [c1]Claudio Stamile
A longitudinal model for variations detection in white matter fiber-bundles. IWSSIP 2015: 57-60 - 2012
- [j1]Matthieu Bagory, Françoise Durand-Dubief, Danielle Ibarrola, Jean-Christophe Comte, François Cotton
Implementation of an Absolute Brain $^{1}$H-MRS Quantification Method to Assess Different Tissue Alterations in Multiple Sclerosis. IEEE Trans. Biomed. Eng. 59(10): 2687-2694 (2012)
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