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Igor Koval
Igor Koval
PhD, CTO at Qairnel
Adresse e-mail validée de qairnel.com - Page d'accueil
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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
862021
Statistical disease progression modeling in Alzheimer disease
LL Raket
Frontiers in big Data 3, 24, 2020
602020
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
572020
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
522021
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
422019
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
362018
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
332017
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
162023
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
92022
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
62020
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
52018
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
32021
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
32002
Machine learning spots the time to treat Huntington disease
I Koval, T Dighiero-Brecht, A Tobin, S Tabrizi, R Scahill, S Durrleman, ...
22021
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
22019
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
22019
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
12021
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
12020
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
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