| 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 | 86 | 2021 |
| Statistical disease progression modeling in Alzheimer disease LL Raket Frontiers in big Data 3, 24, 2020 | 60 | 2020 |
| The alzheimer's disease prediction of longitudinal evolution (TADPOLE) challenge: Results after 1 year follow-up RV Marinescu, NP Oxtoby, AL Young, EE Bron, AW Toga, MW Weiner, ... arXiv preprint arXiv:2002.03419, 2020 | 57 | 2020 |
| AD Course Map charts Alzheimer’s disease progression I Koval, A Bône, M Louis, T Lartigue, S Bottani, A Marcoux, ... Scientific Reports 11 (1), 8020, 2021 | 52 | 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 |
| Spatiotemporal propagation of the cortical atrophy: Population and individual patterns I Koval, JB Schiratti, A Routier, M Bacci, O Colliot, S Allassonnière, ... Frontiers in neurology 9, 235, 2018 | 36 | 2018 |
| Statistical learning of spatiotemporal patterns from longitudinal manifold-valued networks I Koval, JB Schiratti, A Routier, M Bacci, O Colliot, S Allassonnière, ... Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017 | 33 | 2017 |
| Forecasting individual progression trajectories in Alzheimer’s disease E Maheux, I Koval, J Ortholand, C Birkenbihl, D Archetti, V Bouteloup, ... Nature Communications 14 (1), 761, 2023 | 16 | 2023 |
| Forecasting individual progression trajectories in Huntington disease enables more powered clinical trials I Koval, T Dighiero-Brecht, AJ Tobin, SJ Tabrizi, RI Scahill, ... Scientific Reports 12 (1), 18928, 2022 | 9 | 2022 |
| Learning multimodal digital models of disease progression from longitudinal data: methods & algorithms for the description, prediction and simulation of Alzheimer’s disease … I Koval Institut polytechnique de Paris, 2020 | 6 | 2020 |
| Simulating Alzheimer’s disease progression with personalised digital brain models I Koval, A Bône, M Louis, S Bottani, A Marcoux, J Samper-Gonzalez, ... Inria preprint, 2018 | 5 | 2018 |
| Changes in the awareness of cognitive decline across the course of Alzheimer’s disease: Comparison of two assessment methods F Cacciamani, A Valladier, E Maheux, I Koval, S Durrleman, S Epelbaum Alzheimer's & Dementia 17, e053074, 2021 | 3 | 2021 |
| The Alzheimer’s disease prediction of longitudinal evolution (TADPOLE) challenge: results after 1 year follow-up RV Marinescu, NP Oxtoby, AL Young, EE Bron, AW Toga, MW Weiner, ... ArXiv Preprint ArXiv, 2002 | 3 | 2002 |
| Machine learning spots the time to treat Huntington disease I Koval, T Dighiero-Brecht, A Tobin, S Tabrizi, R Scahill, S Durrleman, ... | 2 | 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, ... HAL, 2019 | 2 | 2019 |
| Simulation of virtual cohorts increases predictive accuracy of cognitive decline in MCI subjects I Koval, S Allassonnière, S Durrleman arXiv preprint arXiv:1904.02921, 2019 | 2 | 2019 |
| Forecast Alzheimer's disease progression to better select patients for clinical trials E Maheux, J Ortholand, C Birkenbihl, E Thibeau-Sutre, M Sood, D Archetti, ... ISCB 2021: 42nd Conference of the International Society for Clinical …, 2021 | 1 | 2021 |
| Prediction of the MMSE up to 6 years ahead with cross‐cohort replications: Biomarkers (non‐neuroimaging)/Longitudinal change over time E Maheux, I Koval, D Archetti, A Redolfi, S Durrleman Alzheimer's & Dementia 16, e043541, 2020 | 1 | 2020 |
| Gender and spinal/bulbar onset interaction on ALS progression J Ortholand, I Koval, PF Pradat, ST Du Montcel, S Durrleman ENCALS 2022-European Network to Cure ALS meeting, 2022 | | 2022 |
| Forecast Parkinson Disease Progression to Better Select Patients into Trials J Ortholand, E Maheux, I Koval, A Valladier, S Durrleman AD/PD 2021-15th International Conference on Alzheimer’s and Parkinson’s …, 2021 | | 2021 |
