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Olivier Colliot

Olivier Colliot - Research Director at CNRS - ARAMIS Lab at the Paris Brain Institute (CNRS/Inria/Inserm/Sorbonne Universite)
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Présentation

Research Director at [CNRS](http://www.cnrs.fr/) Head of the [ARAMIS Lab](http://www.aramislab.fr/), a joint team between [CNRS](http://www.cnrs.fr/), [Inria](http://www.inria.fr/), [Inserm](http://www.inserm.fr/) and [University Pierre and Marie Curie](http://www.upmc.fr/) at the [Paris Brain Institute (ICM)](http://www.icm-institute.org/), in co-direction with Stanley Durrleman. Homepage: <https://www.aramislab.fr/perso/colliot/> Email: olivier.colliot@cnrs.fr
Research Director at [CNRS](http://www.cnrs.fr/) Head of the [ARAMIS Lab](http://www.aramislab.fr/), a joint team between [CNRS](http://www.cnrs.fr/), [Inria](http://www.inria.fr/), [Inserm](http://www.inserm.fr/) and [University Pierre and Marie Curie](http://www.upmc.fr/) at the [Paris Brain Institute (ICM)](http://www.icm-institute.org/), in co-direction with Stanley Durrleman. Homepage: <https://www.aramislab.fr/perso/colliot/> Email: olivier.colliot@cnrs.fr

Domaines de recherche

Intelligence artificielle [cs.AI] Imagerie médicale Apprentissage [cs.LG] Traitement des images [eess.IV]

Publications

johann-faouzi
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Comparison of mean diffusivity, R2* relaxation rate and morphometric biomarkers for the clinical differentiation of parkinsonism

 Lydia Chougar , François-Xavier Lejeune , Johann Faouzi , Benjamin Morino , Alice Faucher
Parkinsonism & Related Disorders, 2023, 108, pp.105287. ⟨10.1016/j.parkreldis.2023.105287⟩
Article dans une revue hal-04041736v2
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Machine learning-based prediction of impulse control disorders in Parkinson's disease from clinical and genetic data

 Johann Faouzi , Samir Bekadar , Fanny Artaud , Alexis Elbaz , Graziella Mangone
IEEE Open Journal of Engineering in Medicine and Biology, 2022, 3, pp.96 - 107. ⟨10.1109/OJEMB.2022.3178295⟩
Article dans une revue hal-03680714v2
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Predicting the Progression of Mild Cognitive Impairment Using Machine Learning: A Systematic, Quantitative and Critical Review

 Manon Ansart , Stéphane Epelbaum , Giulia Bassignana , Alexandre Bône , Simona Bottani
Medical Image Analysis, 2021, 67, pp.101848. ⟨10.1016/j.media.2020.101848⟩
Article dans une revue hal-02337815v2
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Exploratory analysis of the genetics of impulse control disorders in Parkinson's disease using genetic risk scores

 Johann Faouzi , Baptiste Couvy-Duchesne , Samir Bekadar , Olivier Colliot , Jean-Christophe Corvol
Parkinsonism & Related Disorders, 2021, 86, pp.74 - 77. ⟨10.1016/j.parkreldis.2021.04.003⟩
Article dans une revue hal-03298502v2
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Deep learning for brain disorders: from data processing to disease treatment

 Ninon Burgos , Simona Bottani , Johann Faouzi , Elina Thibeau-Sutre , Olivier Colliot
Briefings in Bioinformatics, 2021, 22 (2), pp.1560-1576. ⟨10.1093/bib/bbaa310⟩
Article dans une revue hal-03070554v1
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Ensemble Learning of Convolutional Neural Network, Support Vector Machine, and Best Linear Unbiased Predictor for Brain Age Prediction: ARAMIS Contribution to the Predictive Analytics Competition 2019 Challenge

 Baptiste Couvy-Duchesne , Johann Faouzi , Benoît Martin , Elina Thibeau-Sutre , Adam Wild
Frontiers in Psychiatry, 2020, 11, ⟨10.3389/fpsyt.2020.593336⟩
Article dans une revue hal-03136463v1
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Automated Categorization of Parkinsonian Syndromes Using Magnetic Resonance Imaging in a Clinical Setting

 Lydia Chougar , Johann Faouzi , Nadya Pyatigorskaya , Lydia Yahia‐cherif , Rahul Gaurav
Movement Disorders, 2020, ⟨10.1002/mds.28348⟩
Article dans une revue hal-03046578v2
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Predicting Impulse Control Disorders in Parkinson's Disease: A Challenging Task

 Johann Faouzi , Samir Bekadar , Olivier Colliot , Jean-Christophe Corvol
International Congress of Parkinson's Disease and Movement Disorders, Sep 2019, Nice, France
Communication dans un congrès hal-02315533v1
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Machine learning for Parkinson’s disease and related disorders

 Johann Faouzi , Olivier Colliot , Jean-Christophe Corvol
Olivier Colliot. Machine Learning for Brain Disorders, Springer, 2023, ⟨10.1007/978-1-0716-3195-9_26⟩
Chapitre d'ouvrage hal-03830073v2
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Classic machine learning algorithms

 Johann Faouzi , Olivier Colliot
Olivier Colliot. Machine Learning for Brain Disorders, Springer, 2023
Chapitre d'ouvrage hal-03830094v4