Françoise Durand-Dubief

16 papers B 2Journal 8Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Explainable monotonic networks and constrained learning for interpretable classification and weakly supervised anomaly detection.
Pattern Recognit.
Valentine Wargnier-Dauchelle, Thomas Grenier, Françoise Durand-Dubief, François Cotton, Michaël Sdika
2023 J jnl
A Weakly Supervised Gradient Attribution Constraint for Interpretable Classification and Anomaly Detection.
IEEE Trans. Medical Imaging
Valentine Wargnier-Dauchelle, Thomas Grenier, Françoise Durand-Dubief, François Cotton, Michaël Sdika
2023 — conf
Computational Reproducibility in Metabolite Quantification Applied to Short Echo Time In Vivo MR Spectroscopy.
ISBI
Gaël Vila, Axel Bonnet, F. Chauveau, S. Gaillard, Françoise Durand-Dubief, Sorina Camarasu-Pop, Helene Ratiney
2022 B conf
A Kernel Based Multilinear SVD Approach for Multiple Sclerosis Profiles Classification.
ESANN
Berardino Barile, Pooya Ashtari, Françoise Durand-Dubief, Frederik Maes, Dominique Sappey-Marinier, Sabine Van Huffel
2022 J jnl
Classification of multiple sclerosis clinical profiles using machine learning and grey matter connectome.
Frontiers Robotics AI
Berardino Barile, Pooya Ashtari, Claudio Stamile, Aldo Marzullo, Frederik Maes, Françoise Durand-Dubief, Sabine Van Huffel, Dominique Sappey-Marinier
2022 J jnl
Ensemble Learning for Multiple Sclerosis Disability Estimation Using Brain Structural Connectivity.
Brain Connect.
Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier
2021 J jnl
A Logic-Based Framework Leveraging Neural Networks for Studying the Evolution of Neurological Disorders.
Theory Pract. Log. Program.
Francesco Calimeri, Francesco Cauteruccio, Luca Cinelli, Aldo Marzullo, Claudio Stamile, Giorgio Terracina, Françoise Durand-Dubief, Dominique Sappey-Marinier
2021 — conf
A More Interpretable Classifier For Multiple Sclerosis.
ISBI
Valentine Wargnier-Dauchelle, Thomas Grenier, Françoise Durand-Dubief, François Cotton, Michaël Sdika
2021 J jnl
Data augmentation using generative adversarial neural networks on brain structural connectivity in multiple sclerosis.
Comput. Methods Programs Biomed.
Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier
2020 B conf
Tensor Factorization of Brain Structural Graph for Unsupervised Classification in Multiple Sclerosis.
ICPR
Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier
2019 J jnl
A Logic-Based Framework Leveraging Neural Networks for Studying the Evolution of Neurological Disorders.
CoRR
Francesco Calimeri, Francesco Cauteruccio, Luca Cinelli, Aldo Marzullo, Claudio Stamile, Giorgio Terracina, Françoise Durand-Dubief, Dominique Sappey-Marinier
2019 — conf
Prediction of Multiple Sclerosis Patient Disability from Structural Connectivity using Convolutional Neural Networks.
EMBC
Aldo Marzullo, Gabriel Kocevar, Claudio Stamile, Francesco Calimeri, Giorgio Terracina, Françoise Durand-Dubief, Dominique Sappey-Marinier
2017 — conf
A Comparison of Machine Learning Approaches for Classifying Multiple Sclerosis Courses Using MRSI and Brain Segmentations.
ICANN (2)
Adrian Ion-Margineanu, Gabriel Kocevar, Claudio Stamile, Diana Maria Sima, Françoise Durand-Dubief, Sabine Van Huffel, Dominique Sappey-Marinier
2015 — conf
A Graph Based Classification Method for Multiple Sclerosis Clinical Forms Using Support Vector Machine.
MLMMI@ICML
Claudio Stamile, Gabriel Kocevar, Salem Hannoun, Françoise Durand-Dubief, Dominique Sappey-Marinier
2015 — conf
A longitudinal model for variations detection in white matter fiber-bundles.
IWSSIP
Claudio Stamile, Gabriel Kocevar, François Cotton, Salem Hannoun, Françoise Durand-Dubief, Carole Frindel, David Rousseau, Dominique Sappey-Marinier
2012 J jnl
Implementation of an Absolute Brain $^{1}$H-MRS Quantification Method to Assess Different Tissue Alterations in Multiple Sclerosis.
IEEE Trans. Biomed. Eng.
Matthieu Bagory, Françoise Durand-Dubief, Danielle Ibarrola, Jean-Christophe Comte, François Cotton, Christian Confavreux, Dominique Sappey-Marinier