Zobrazeno 1 - 10 of 19 pro vyhledávání: '"Johann Faouzi"'
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Akademický článek
Proxy-analysis of the genetics of cognitive decline in Parkinson’s disease through polygenic scores
Autor: Johann Faouzi, Manuela Tan, Fanny Casse, Suzanne Lesage, Christelle Tesson, Alexis Brice, Graziella Mangone, Louise-Laure Mariani, Hirotaka Iwaki, Olivier Colliot, Lasse Pihlstrøm, Jean-Christophe Corvol
Publikováno v: npj Parkinson's Disease, Vol 10, Iss 1, Pp 1-11 (2024)
Abstract Cognitive decline is common in Parkinson’s disease (PD) and its genetic risk factors are not well known to date, besides variants in the GBA and APOE genes. However, variation in complex traits is caused by numerous variants and is usually
Externí odkaz: https://doaj.org/article/22c72047f7ba4c65895a99e971717d77
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2
Akademický článek
Machine Learning-Based Prediction of Impulse Control Disorders in Parkinson’s Disease From Clinical and Genetic Data
Autor: Johann Faouzi, Samir Bekadar, Fanny Artaud, Alexis Elbaz, Graziella Mangone, Olivier Colliot, Jean-Christophe Corvol
Publikováno v: IEEE Open Journal of Engineering in Medicine and Biology, Vol 3, Pp 96-107 (2022)
Goal: Impulse control disorders (ICDs) are frequent non-motor symptoms occurring during the course of Parkinson’s disease (PD). The objective of this study was to estimate the predictability of the future occurrence of these disorders using longitu
Externí odkaz: https://doaj.org/article/7cf12ec92d2848dab7e7da1815a3706e
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3
Akademický článek
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
Autor: Baptiste Couvy-Duchesne, Johann Faouzi, Benoît Martin, Elina Thibeau–Sutre, Adam Wild, Manon Ansart, Stanley Durrleman, Didier Dormont, Ninon Burgos, Olivier Colliot
Publikováno v: Frontiers in Psychiatry, Vol 11 (2020)
We ranked third in the Predictive Analytics Competition (PAC) 2019 challenge by achieving a mean absolute error (MAE) of 3.33 years in predicting age from T1-weighted MRI brain images. Our approach combined seven algorithms that allow generating pred
Externí odkaz: https://doaj.org/article/ec99e635ade445d3a03db8adbb2bfb53
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6
Deep learning for brain disorders: from data processing to disease treatment
Autor: Elina Thibeau-Sutre, Ninon Burgos, Olivier Colliot, Simona Bottani, Johann Faouzi
Publikováno v: Briefings in Bioinformatics
Briefings in Bioinformatics, 2021, 22 (2), pp.1560-1576. ⟨10.1093/bib/bbaa310⟩
Briefings in Bioinformatics, Oxford University Press (OUP), 2021, 22 (2), pp.1560-1576. ⟨10.1093/bib/bbaa310⟩
In order to reach precision medicine and improve patients’ quality of life, machine learning is increasingly used in medicine. Brain disorders are often complex and heterogeneous, and several modalities such as demographic, clinical, imaging, genet
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0d66b35549733d9883e64391e8e81702
https://hal.science/hal-03070554
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7
Multivariate classification provides a neural signature of Tourette disorder: Running head: Multivariate analysis of Tourette disorder
Autor: Yulia Worbe, Selma Aybek, Marie Vidailhet, Benoît Béranger, Emmanuel Roze, Andreas Hartmann, Johann Faouzi, Giuseppe Angelo Zito, Samantha Weber
Publikováno v: Psychological Medicine
Psychological Medicine, Cambridge University Press (CUP), 2021
Psychological Medicine, 2021
BackgroundTourette disorder (TD), hallmarks of which are motor and vocal tics, has been related to functional abnormalities in large-scale brain networks. Using a fully data driven approach in a prospective, case–control study, we tested the hypoth
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3f3ec20bc5e0901c67b51e94a0306236
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8
Exploratory analysis of the genetics of impulse control disorders in Parkinson's disease using genetic risk scores
Autor: Samir Bekadar, Johann Faouzi, Jean-Christophe Corvol, Olivier Colliot, Baptiste Couvy-Duchesne
Publikováno v: Parkinsonism & Related Disorders
Parkinsonism & Related Disorders, Elsevier, 2021, 86, pp.74-77. ⟨10.1016/j.parkreldis.2021.04.003⟩
Parkinsonism and Related Disorders
Parkinsonism and Related Disorders, Elsevier, 2021, 86, pp.74-77. ⟨10.1016/j.parkreldis.2021.04.003⟩
Parkinsonism & Related Disorders, 2021, 86, pp.74-77. ⟨10.1016/j.parkreldis.2021.04.003⟩
International audience; Objective: To study the association between impulse control disorders (ICDs) in Parkinsons disease (PD) and genetic risk scores (GRS) for 40 known or putative risk factors (e.g. depression, personality traits). Background: In
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1bc1b9385154a78020d089e209173aa9
https://hal.archives-ouvertes.fr/hal-03298502
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9
Impulse control disorders and related behaviors in Parkinson's disease: risk factors, clinical and genetic aspects and management
Autor: Johann Faouzi, Jean-Christophe Corvol, Louise-Laure Mariani
Publikováno v: Current Opinion in Neurology
Current Opinion in Neurology, 2021, Publish Ahead of Print, ⟨10.1097/WCO.0000000000000955⟩
Current Opinion in Neurology, Lippincott, Williams & Wilkins, 2021, Publish Ahead of Print, ⟨10.1097/WCO.0000000000000955⟩
International audience; Purpose of review: To review recent findings and research directions on impulse control disorders and related behaviors (ICDRBs) in Parkinson's disease (PD). Recent findings: Longitudinal studies found that prevalence increase
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d6ab40d68def4b5f797e7d899bda5af7
https://hal.science/hal-03298526/file/Manuscript.pdf
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