| Random forest versus logistic regression: a large-scale benchmark experiment R Couronné, P Probst, AL Boulesteix BMC bioinformatics 19, 1-14, 2018 | 667 | 2018 |
| 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 |
| Riemannian geometry learning for disease progression modelling M Louis, R Couronné, I Koval, B Charlier, S Durrleman Information Processing in Medical Imaging: 26th International Conference …, 2019 | 42 | 2019 |
| Learning disease progression models with longitudinal data and missing values R Couronne, M Vidailhet, JC Corvol, S Lehéricy, S Durrleman 2019 IEEE 16th international symposium on biomedical imaging (ISBI 2019 …, 2019 | 16 | 2019 |
| Longitudinal self-supervision to disentangle inter-patient variability from disease progression R Couronné, P Vernhet, S Durrleman Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 15 | 2021 |
| A Comparison Between Early Presentation of Dementia with Lewy Bodies, Alzheimer's Disease, and Parkinson's Disease: Evidence from Routine Primary Care and UK Biobank Data T Nedelec, B Couvy‐Duchesne, A Darves‐Bornoz, R Couronne, ... Annals of Neurology 94 (2), 259-270, 2023 | 6 | 2023 |
| Longitudinal autoencoder for multi-modal disease progression modelling R Couronné, M Louis, S Durrleman | 6 | 2019 |
| Progression models for Parkinson’s Disease R Couronné Sorbonne Université, 2021 | 4 | 2021 |
| Predicting the progression of mild cognitive impairment using machine learning: a systematic and quantitative review M Ansart, S Epelbaum, G Bassignana, A Bône, S Bottani, T Cattai, ... | 2 | 2019 |
| Charting disease trajectories from isolated REM sleep behavior disorder to Parkinson's disease C Di Folco, R Couronné, I Arnulf, G Mangone, S Leu‐Semenescu, ... Movement Disorders 39 (1), 64-75, 2024 | 1 | 2024 |
| Multimodal model of Parkinson's disease highlights differences in progression profiles of RBD patients R Couronné, A Valladier, M Vidailhet, JC Corvol, S Lehericy, S Durrleman MOVEMENT DISORDERS 35, S154-S155, 2020 | 1 | 2020 |
| Modeling the progression of Parkinson's Disease: comparison of subjects with and without Sleep Disorders R Couronné, A Valladier, M Vidhaillet, JC Corvol, S Lehéricy, ... CompAge-Computational approaches for ageing and age-related diseases, 2020 | 1 | 2020 |
| Modélisation de la progression de la maladie de Parkinson R Couronné Sorbonne université, 2021 | | 2021 |
| Longitudinal comparison of subjects with and without Sleep Disorders in Parkinson's Disease R Couronné, A Valladier, M Vidailhet, JCC Corvol, S Lehericy, ... VPH 2020-Virtual Physiological Human, 2020 | | 2020 |
| Motor abnormalities progression in prodromal PD R Couronné, M Vidailhet, G Mangone, S Lehéricy, S Durrleman AD/PD 2019-14th International Conference on Alzheimer's and Parkinson's …, 2019 | | 2019 |
