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Igor Koval
Publication Activity (10 Years)
Years Active: 2017-2021
Publications (10 Years): 5
Top Topics
Predictive Accuracy
Mild Cognitive Impairment
Unique Features
Healthy Controls
Top Venues
CoRR
IPMI
Medical Image Anal.
MICCAI (1)
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Publications
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Manon Ansart
,
Stéphane Epelbaum
,
Giulia Bassignana
,
Alexandre Bône
,
Simona Bottani
,
Tiziana Cattai
,
Raphaël Couronné
,
Johann Faouzi
,
Igor Koval
,
Maxime Louis
,
Elina Thibeau-Sutre
,
Junhao Wen
,
Adam Wild
,
Ninon Burgos
,
Didier Dormont
,
Olivier Colliot
,
Stanley Durrleman
Predicting the progression of mild cognitive impairment using machine learning: A systematic, quantitative and critical review.
Medical Image Anal.
67 (2021)
Igor Koval
,
Stéphanie Allassonnière
,
Stanley Durrleman
Simulation of virtual cohorts increases predictive accuracy of cognitive decline in MCI subjects.
CoRR
(2019)
Maxime Louis
,
Raphaël Couronné
,
Igor Koval
,
Benjamin Charlier
,
Stanley Durrleman
Riemannian Geometry Learning for Disease Progression Modelling.
IPMI
(2019)
Igor Koval
,
Jean-Baptiste Schiratti
,
Alexandre Routier
,
Michael Bacci
,
Olivier Colliot
,
Stéphanie Allassonnière
,
Stanley Durrleman
Statistical learning of spatiotemporal patterns from longitudinal manifold-valued networks.
CoRR
(2017)
Igor Koval
,
Jean-Baptiste Schiratti
,
Alexandre Routier
,
Michael Bacci
,
Olivier Colliot
,
Stéphanie Allassonnière
,
Stanley Durrleman
Statistical Learning of Spatiotemporal Patterns from Longitudinal Manifold-Valued Networks.
MICCAI (1)
(2017)