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Johann Faouzi
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Tslearn, A Machine Learning Toolkit for Time Series Data
R Tavenard, J Faouzi, G Vandewiele, F Divo, G Androz, C Holtz, M Payne, ...
Journal of Machine Learning Research 21 (118), 1-6, 2020
518*2020
pyts: A Python Package for Time Series Classification
J Faouzi, H Janati
Journal of Machine Learning Research 21 (46), 1-6, 2020
1462020
Predicting the progression of mild cognitive impairment using machine learning: a systematic, quantitative and critical review
M Ansart, S Epelbaum, G Bassignana, A Bône, S Bottani, T Cattai, ...
Medical Image Analysis 67, 101848, 2021
752021
Automated Categorization of Parkinsonian Syndromes Using Magnetic Resonance Imaging in a Clinical Setting
L Chougar, J Faouzi, N Pyatigorskaya, L Yahia‐Cherif, R Gaurav, ...
Movement Disorders, 2020
372020
Time Series Classification: A review of Algorithms and Implementations
J Faouzi
Machine Learning (Emerging Trends and Applications), 2022
362022
Ensemble learning of convolutional neural network, support vector machine, and best linear unbiased predictor for brain age prediction: Aramis contribution to the predictive …
B Couvy-Duchesne, J Faouzi, B Martin, E Thibeau–Sutre, A Wild, ...
Frontiers in Psychiatry 11, 593336, 2020
332020
Deep learning for brain disorders: from data processing to disease treatment
N Burgos, S Bottani, J Faouzi, E Thibeau-Sutre, O Colliot
Briefings in Bioinformatics 22 (2), 1560-1576, 2021
242021
Association between the LRP1B and APOE loci and the development of Parkinson’s disease dementia
R Real, A Martinez-Carrasco, RH Reynolds, MA Lawton, MMX Tan, ...
Brain, 2022
172022
Impulse control disorders and related behaviors in Parkinson's disease: risk factors, clinical and genetic aspects, and management
J Faouzi, JC Corvol, LL Mariani
Current opinion in neurology 34 (4), 547-555, 2021
152021
Multivariate classification provides a neural signature of Tourette disorder
GA Zito, A Hartmann, B Béranger, S Weber, S Aybek, J Faouzi, E Roze, ...
Psychological medicine 53 (6), 2361-2369, 2023
82023
Exploratory analysis of the genetics of impulse control disorders in Parkinson's disease using genetic risk scores
J Faouzi, B Couvy-Duchesne, S Bekadar, O Colliot, JC Corvol
Parkinsonism & Related Disorders 86, 74-77, 2021
72021
Machine learning-based prediction of impulse control disorders in Parkinson’s disease from clinical and genetic data
J Faouzi, S Bekadar, F Artaud, A Elbaz, G Mangone, O Colliot, JC Corvol
IEEE Open Journal of Engineering in Medicine and Biology 3, 96-107, 2022
62022
Classic machine learning methods
J Faouzi, O Colliot
Machine Learning for Brain Disorders, 25-75, 2023
5*2023
Comparison of mean diffusivity, R2* relaxation rate and morphometric biomarkers for the clinical differentiation of parkinsonism
L Chougar, FX Lejeune, J Faouzi, B Morino, A Faucher, N Hoyek, D Grabli, ...
Parkinsonism & Related Disorders 108, 105287, 2023
22023
Machine learning to predict impulse control disorders in Parkinson's disease
J Faouzi
Sorbonne Université, 2020
22020
Machine learning for Parkinson’s disease and related disorders
J Faouzi, O Colliot, JC Corvol
Machine Learning for Brain Disorders, 847-877, 2023
12023
Proxy-analysis of the genetics of cognitive decline in Parkinson’s disease through polygenic scores
J Faouzi, M Tan, F Casse, S Lesage, C Tesson, A Brice, G Mangone, ...
npj Parkinson's Disease 10 (1), 8, 2024
2024
Dopamine transmission pathway and Parkinsons disease risk variants are associated with dyskinesia
YL Sosero, B Ferwerda, PT MT, DR Belloso, P Gomez-Garre, J Faouzi, ...
2023
Apport de l'irm et de la classification automatisée dans une population de patients parkinsoniens en situation d'incertitude diagnostique
L Chougar, A Faucher, J Faouzi, FX LeJeune, O Colliot, D Grabli, ...
Journal of Neuroradiology 50 (2), 132-134, 2023
2023
Apport de l’IRM cérébrale dans le diagnostic précoce des syndromes parkinsoniens atypiques lors d’un doute clinique initial
A Faucher, L Chougar, J Faouzi, O Colliot, D Grabli, S Lehericy, B Degos
Revue Neurologique 178, S64, 2022
2022
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Articles 1–20