| 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 | 564* | 2020 |
| pyts: A Python Package for Time Series Classification J Faouzi, H Janati Journal of Machine Learning Research 21 (46), 1-6, 2020 | 164 | 2020 |
| 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 | 79 | 2021 |
| Time Series Classification: A review of Algorithms and Implementations J Faouzi Machine Learning (Emerging Trends and Applications), 2022 | 44 | 2022 |
| 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 | 41 | 2020 |
| 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 | 36 | 2020 |
| 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 | 29 | 2022 |
| 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 | 25 | 2021 |
| 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 | 16 | 2021 |
| 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 | 9 | 2023 |
| Classic machine learning methods J Faouzi, O Colliot Machine Learning for Brain Disorders, 25-75, 2023 | 8* | 2023 |
| 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 | 6 | 2021 |
| 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 | 4 | 2023 |
| 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 | 3 | 2022 |
| Machine learning to predict impulse control disorders in Parkinson's disease J Faouzi Sorbonne Université, 2020 | 2 | 2020 |
| Contribution of MRI for the Early Diagnosis of Parkinsonism in Patients with Diagnostic Uncertainty L Chougar, A Faucher, J Faouzi, FX Lejeune, G Gama Lobo, C Jovanovic, ... Movement Disorders, 2024 | 1 | 2024 |
| 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 | 1 | 2024 |
| Machine learning for Parkinson’s disease and related disorders J Faouzi, O Colliot, JC Corvol Machine Learning for Brain Disorders, 847-877, 2023 | 1 | 2023 |
| 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 |
Olivier ColliotResearch Director at CNRS, ARAMIS Lab在 cnrs.fr 的电子邮件经过验证
