Igor Koval

Area of research

Aerospace Engineering · Transportation

Research interest

Research focused on Disease and Cognition, with related work in Data set, Trajectory, Dementia. Notable publications include 'The Alzheimer's Disease Prediction Of Longitudinal Evolution (TADPOLE) Challenge: Results after 1 Year Follow-up', 'Simulation of virtual cohorts increases predictive accuracy of cognitive decline in MCI subjects', and 'Timing and order of pathological events in Alzheimer's disease: focus on the trajectory of the awareness of cognitive decline'.

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citations

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Recent publications

The Alzheimer's Disease Prediction Of Longitudinal Evolution (TADPOLE) Challenge: Results after 1 Year Follow-up

The Journal of Machine Learning for Biomedical Imaging 2021cited by 68position: middledoi

Timing and order of pathological events in Alzheimer's disease: focus on the trajectory of the awareness of cognitive decline

HAL (Le Centre pour la Communication Scientifique Directe) 2021cited by 0position: middle

Machine learning spots the time to treat Huntington disease

Research Square 2021cited by 0position: firstdoi

Forecast of the MMSE score up to 6 years ahead, with cross-cohort replications

HAL (Le Centre pour la Communication Scientifique Directe) 2020cited by 0position: middle

Simulation of virtual cohorts increases predictive accuracy of cognitive decline in MCI subjects

arXiv (Cornell University) 2019cited by 1position: firstdoi

Grants

No grants ingested yet.

Frequent collaborators

Stanley Durrleman · Portland State University4 papers (2019–2021)Etienne Maheux · Centre National de la Recherche Scientifique2 papers (2020–2021)Stéphane Epelbaum · Eli Lilly (United States)1 papers (2021–2021)Allan J. Tobin · University of California, Los Angeles1 papers (2021–2021)Rachael I. Scahill · Huntington's Disease Association1 papers (2021–2021)Damiano Archetti · University of Warwick1 papers (2020–2020)Alexandra Dürr · Centre National de la Recherche Scientifique1 papers (2021–2021)— · 1 papers (2019–2019)Sarah J. Tabrizi · Huntington's Disease Association1 papers (2021–2021)Thomas Dighiero-Brecht · Inserm1 papers (2021–2021)Federica Cacciamani · Université Paris Sciences et Lettres1 papers (2021–2021)Arnaud Valladier · Centre d'Études et d'Expertise sur les Risques, l'Environnement, la Mobilité et l'Aménagement1 papers (2021–2021)— · 1 papers (2020–2020)