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Multiple Sclerosis Clinical Forms Classification Study with Graph Convolutional Networks

 Enyi Chen , Berardino Barile , Françoise Durand-Dubief , Thomas Grenier , Dominique Sappey-Marinier
Frontiers in Neuroscience, In press, ⟨10.3389/fnins.2023.1268860⟩
Article dans une revue hal-04373468v1

Characterization of Brain Structural Connectivity in Different Clinical Forms of Multiple Sclerosis Patients

 F. Durand-Dubief , G. Kocevar , C. Stamile , S. Hannoun , François Cotton , et al.
Journée d’imagerie ARSEP, Feb 2015, Paris, France
Communication dans un congrès hal-02143345v1

Modeling individual disability course of multiple sclerosis patients using clinical and imaging data

 Ceren Tozlu , Dominique Sappey-Marinier , François Cotton , Sandra Vukusic , F. Durand-Dubief , et al.
Congress of the International Society for Clinical Biostatistics, Jul 2017, Vigo, Spain
Communication dans un congrès hal-02143242v1

Signal Intensity Evaluation in the Dentate Nucleus and Subcortical Gray Matter : Effect of Several Administrations of Gadoterate Meglumine in Multiple Sclerosis

 S. Hannoun , G. Kocevar , P. Codjia , D. Maucort-Boulch , F. Cotton , et al.
Clinical neuroradiology, 2021, ⟨10.1007/s00062-021-00995-6⟩
Article dans une revue hal-03711958v1

Cerebellar damage in Multiple Sclerosis patients: a TBSS-based analysis of DTI

 S. Hannoun , Françoise Durand-Dubief , P. You , D. Ibarrola , M. Cavallari , et al.
30th Annual Scientific Meeting of ESMRMB, Oct 2013, Toulouse, France
Communication dans un congrès hal-01115472v1

Tracking successive Wallerian degenerations in a relapsing-remitting multiple sclerosis patient

 Salem Hannoun , Françoise Durand-Dubief , Jean-Amédée Roch , Dominique Sappey-Marinier , François Cotton
Journal de Neuroradiologie / Journal of Neuroradiology, 2016, 43 (5), pp.359 - 361. ⟨10.1016/j.neurad.2016.05.004⟩
Article dans une revue hal-01597097v1
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Weekly multimodal MRI follow-up of two multiple sclerosis active lesions presenting a transient decrease in ADC

 Salem Hannoun , Jean-Amédée Roch , Francoise Durand-Dubief , Sandra Vukusic , Dominique Sappey-Marinier , et al.
Brain and Behavior, 2015, 5 (2), pp.e00307. ⟨10.1002/brb3.307⟩
Article dans une revue hal-01597202v1

Classification of individual disability progression trajectories of Multiple Sclerosis patients using clinical and multimodal imaging data

 Ceren Tozlu , F. Durand-Dubief , François Cotton , S. Vukusic , Dominique Sappey-Marinier
22nd International Conference on Computational Statistics, Aug 2016, Oviedo, Spain
Communication dans un congrès hal-02143258v1

Absolute'' quantification in magnetic resonance spectroscopy: validation of a clinical protocol in multiple sclerosis

 Matthieu Bagory , F. Durand-Dubief , Danielle Ibarrola , Christian Confavreux , Dominique Sappey-Marinier
Conf Proc IEEE Eng Med Biol Soc, 2007, 2007, pp.3458--61
Article dans une revue hal-00443124v1

Primary angiitis of the central nervous system: response to mycophenolate mofetil

 F. Chenevier , C. Renoux , R. Marignier , F. Durand-Dubief , M. Hermier , et al.
Journal of Neurology, Neurosurgery and Psychiatry, 2009, 4, (in--press)
Article dans une revue hal-00443188v1

Correlation between cranial vault size and brain size over time: preliminary MRI evaluation

 F. Cotton , T.Hierry Euvrard , F. Durand-Dubief , C. Pachai , M. Cucherat , et al.
J Neuroradiol, 2005, 32 (2), pp.131--137
Article dans une revue hal-00443200v1

Caracterisation de la substance blanche apparement normale dans la sclerose en plaques par IRM de tenseur de diffusion

 S. Hannoun , F. Durand-Dubief , W. Jalalzai , Danielle Ibarrola , J. C. Comte , et al.
Ingénierie et Recherche Biomédicale, 2009, pp.(179--183)
Article dans une revue hal-00443276v1

Un Classifieur plus Interprétable pour la SEP

 Valentine Wargnier-Dauchelle , Thomas Grenier , Françoise Durand-Dubief , François Cotton , Michaël Sdika
Congrès Société Française de Résonance Magnétique en Biologie et Médecine (SFRMBM), Sep 2021, Lyon, France
Communication dans un congrès hal-03212961v1
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A Weakly Supervised Gradient Attribution Constraint for Interpretable Classification and Anomaly Detection

 Valentine Wargnier-Dauchelle , Thomas Grenier , Françoise Durand-Dubief , François Cotton , Michaël Sdika
IEEE Transactions on Medical Imaging, 2023, ⟨10.1109/TMI.2023.3282789⟩
Article dans une revue hal-04110698v2

Focal and diffuse cervical spinal cord damage in patients with early relapsing–remitting MS: A multicentre magnetisation transfer ratio study

 Benoît Combès , Anne Kerbrat , Jean-Christophe Ferré , Virginie Callot , Josefina Maranzano , et al.
Multiple Sclerosis Journal, 2019, 25 (8), pp.1113-1123. ⟨10.1177/1352458518781999⟩
Article dans une revue inserm-02457569v1
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Machine Learning Approach for Classifying Multiple Sclerosis Courses by Combining Clinical Data with Lesion Loads and Magnetic Resonance Metabolic Features

 Adrian Ion-Margineanu , Gabriel Kocevar , Claudio Stamile , Diana M. Sima , Françoise Durand-Dubief , et al.
Frontiers in Neuroscience, 2017, 11, pp.398 - 398. ⟨10.3389/fnins.2017.00398⟩
Article dans une revue hal-01596881v1

Implementation of an Absolute Brain ^{1} H-MRS Quantification Method to Assess Different Tissue Alterations in Multiple Sclerosis

 M. Bagory , F. Durand-Dubief , D. Ibarrola , J. C. Comte , F. Cotton , et al.
IEEE Transactions on Biomedical Engineering, 2012, 59 (10), pp.2687 - 2694. ⟨10.1109/TBME.2011.2161609⟩
Article dans une revue hal-01114913v1

Quantification of lesion evolution in primary progressive and relapsing remitting MS

 D. Sima , D. Smeets , G. Kocevar , Dominique Sappey-Marinier , Françoise Durand-Dubief
34th Congress of ECTRIMS, Oct 2018, Berlin, Germany
Communication dans un congrès hal-02142901v1

Exploiting Heterogeneous Data for Automatic Classification of Multiple Sclerosis Clinical Forms through Neural Networks

 A. Marzullo , Claudio Stamile , G. Kocevar , F. Calimeri , G. Terracina , et al.
ISMRM Annual Meeting, Montreal, May 2019, Montréal, Canada
Communication dans un congrès hal-02142368v1
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Tensor Factorization of Brain Structural Graph for Unsupervised Classification in Multiple Sclerosis

 Beradino Barile , Aldo Marzullo , Claudio Stamile , Françoise Durand-Dubief , Dominique Sappey-Marinier
2020 25th International Conference on Pattern Recognition (ICPR), Jan 2021, Milan (virtual), Italy. pp.5052-5059, ⟨10.1109/ICPR48806.2021.9412491⟩
Communication dans un congrès hal-03241651v1

Fiches pratiques thérapeutiques pour la prise en charge des patients atteints de sclérose en plaques

 H. Zéphir , F. Durand-Dubief , E. Le Page
Pratique Neurologique - FMC, 2023, 14 (2), pp.98-107. ⟨10.1016/j.praneu.2023.02.003⟩
Article dans une revue hal-04163638v1

Reliability of Longitudinal Brain Volume Loss Measurements between 2 Sites in Patients with Multiple Sclerosis: Comparison of 7 Quantification Techniques

 F. Durand-Dubief , B. Belaroussi , J. P. Armspach , M. Dufour , S. Roggerone , et al.
American Journal of Neuroradiology, 2012, 33 (10), pp.1918-1924. ⟨10.3174/ajnr.A3107⟩
Article dans une revue hal-01115006v1
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Clinical Features and Risk of Relapse in Children and Adults with Myelin Oligodendrocyte Glycoprotein Antibody–Associated Disease

 Alvaro Cobo‐calvo , Anne Ruiz , Fabien Rollot , Georgina Arrambide , Romain Deschamps , et al.
Annals of Neurology, In press, 89, pp.30-41. ⟨10.1002/ana.25909⟩
Article dans une revue hal-03029833v1

Usefulness of MOG-antibody titres at first episode to predict the future clinical course in adults

 Alvaro Cobo-Calvo , María Sepúlveda , Hyacintha D’indy , Thais Armangué , Anne Ruiz , et al.
Journal of Neurology, 2019, 266 (4), pp.806-815. ⟨10.1007/s00415-018-9160-9⟩
Article dans une revue hal-02934666v1

Evolution de la voute cranienne et du parenchyme cerebral avec l'age : etude preliminaire en IRM

 F. Cotton , T.Hierry Euvrard , F. Durand-Dubief , C. Pachai , M. Cucherat , et al.
J Neuroradiol, 2005, 31, pp.131-137
Article dans une revue hal-00443199v1

Scale analysisof multicomponent MRI histograms

 Carole Frindel , David Rousseau , S. Hannoun , F. Durand-Dubief , F. Cotton , et al.
Nouvelles méthodologies en imagerie du vivant, Dec 2012, Lyon, France
Communication dans un congrès hal-00828875v1

Evidence of axonal damage in cerebellar peduncles without T2-lesions in multiple sclerosis

 S. Hannoun , G. Kocevar , F. Durand-Dubief , C. Stamile , A. Naji , et al.
European Journal of Radiology, 2018, 108, pp.114--119. ⟨10.1016/j.ejrad.2018.09.016⟩
Article dans une revue hal-01919567v1

Secondary progressive multiple sclerosis: A national consensus paper on diagnostic criteria

 Jonathan Ciron , Antoine Gueguen , Abdullatif Al Khedr , Bertrand Bourre , Pierre Clavelou , et al.
Revue Neurologique, 2022, 178 (10), pp.1098-1104. ⟨10.1016/j.neurol.2022.07.004⟩
Article dans une revue hal-03950151v1

Unusual neurologic presentation of aseptic abscesses syndrome

 P. Nicolas , O. Guerrier , Angélique Benoit , F. Durand-Dubief , G. Raverot , et al.
Neurol Neuroimmunol Neuroinflamm, 2018, 5 (4), pp.e469
Article dans une revue hal-01919570v1

Clustering of Multiple Sclerosis Patient’s Clinical Courses with White Matter Fiber-Bundle Profiles

 G. Kocevar , Claudio Stamile , François Cotton , Françoise Durand-Dubief , Dominique Sappey-Marinier
ISMRM Annual Meeting, Jun 2018, Paris, France
Communication dans un congrès hal-02142888v1
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