Igor Koval

According to our database, Igor Koval authored at least 4 papers between 2017 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Predicting the progression of mild cognitive impairment using machine learning: A systematic, quantitative and critical review.

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

Medical Image Anal., 2021

2019

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

Igor Koval, Stéphanie Allassonnière, Stanley Durrleman

CoRR, 2019

Riemannian Geometry Learning for Disease Progression Modelling.

Maxime Louis, Raphaël Couronné, Igor Koval, Benjamin Charlier, Stanley Durrleman

Proceedings of the Information Processing in Medical Imaging, 2019

2017

Statistical Learning of Spatiotemporal Patterns from Longitudinal Manifold-Valued Networks.

Igor Koval, Jean-Baptiste Schiratti, Alexandre Routier, Michael Bacci, Olivier Colliot, Stéphanie Allassonnière, Stanley Durrleman

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017