Igor Koval
Igor Koval
PhD student, Brain and Spine Institute, CMAP, Ecole Polytechnique
Adresse e-mail validée de polytechnique.edu
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Statistical learning of spatiotemporal patterns from longitudinal manifold-valued networks
I Koval, JB Schiratti, A Routier, M Bacci, O Colliot, S Allassonnière, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2017
262017
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
222018
Riemannian geometry learning for disease progression modelling
M Louis, R Couronné, I Koval, B Charlier, S Durrleman
International Conference on Information Processing in Medical Imaging, 542-553, 2019
152019
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, 101848, 2020
132020
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
132020
Simulating Alzheimer’s disease progression with personalised digital brain models
I Koval, A Bône, M Louis, S Bottani, A Marcoux, J Samper-Gonzalez, ...
URL: https://hal. inria. fr/hal-01964821. preprint 580, 2018
32018
AD Course Map charts Alzheimer’s disease progression
I Koval, A Bône, M Louis, T Lartigue, S Bottani, A Marcoux, ...
Scientific Reports 11 (1), 1-16, 2021
22021
Statistical disease progression modeling in Alzheimer disease
LL Raket
Frontiers in big Data 3, 2020
22020
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
Machine learning spots the time to treat Huntington disease
I Koval, T Dighiero-Brecht, A Tobin, S Tabrizi, R Scahill, S Durrleman, ...
2021
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
Timing and order of pathological events in Alzheimer's disease: focus on the trajectory of the awareness of cognitive decline
F Cacciamani, A Valladier, E Maheux, I Koval, S Durrleman, S Epelbaum
AD/PD 2021-15thInternational Conference on Alzheimer’s and Parkinson’s …, 2021
2021
Towards cross‐cohort estimation of cognitive decline in neurodegenerative diseases: Biomarkers (non‐neuroimaging)/Method development and/or quality control
E Maheux, I Koval, D Archetti, A Redolfi, S Durrleman
Alzheimer's & Dementia 16, e041498, 2020
2020
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
2020
Awareness of cognitive decline through the continuum of Alzheimer’s disease and its association to APOE‐ε4 and amyloid load: Neuropsychology: Awareness of cognitive capacities …
F Cacciamani, A Valladier, E Maheux, I Koval, S Durrleman, S Epelbaum
Alzheimer's & Dementia 16, e042730, 2020
2020
Prediction of biomarkers' trajectory in Huntington's disease: application to precise clinical trial design
I Koval, T Dighiero, R Scahill, A Durr, S Durrleman
CompAge 2020, 2020
2020
Forecast of the MMSE score up to 6 years ahead, with cross-cohort replications
E Maheux, I Koval, D Archetti, A Redolfi, S Durrleman
CompAge 2020-Computational approaches for ageing and age-related diseases, 2020
2020
Towards cross-cohort estimation of cognitive decline in neurodegenerative diseases
E Maheux, I Koval, D Archetti, A Redolfi, S Durrleman
VPH 2020-Virtual Physiological Human, 2020
2020
Prediction of the MMSE up to 6 years ahead with cross-cohort replications
E Maheux, I Koval, D Archetti, A Redolfi, S Durrleman
2020 Alzheimer's Association International Conference, 2020
2020
Awareness of cognitive decline through the continuum of Alzheimer’s disease and its association to APOE-ε4 and amyloid load
F Cacciamani, A Valladier, E Maheux, I Koval, S Durrleman, S Epelbaum
AAIC 2020, 2020
2020
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