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An ensemble learning approach to detect epileptic seizures from long intracranial EEG recordings

 Jean-Baptiste Schiratti , Jean-Eudes Le Douget , Michel Le van Quyen , Slim Essid , Alexandre Gramfort
ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP, Apr 2018, Calgary, Canada
Communication dans un congrès hal-01724272v1
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A mixed-effects model with time reparametrization for longitudinal univariate manifold-valued data

 Jean-Baptiste Schiratti , Stéphanie Allassonniere , Alexandre Routier , Olivier Colliot , Stanley Durrleman
IPMI - Information Processing in Medical Imaging , Sebastien Ourselin, Daniel C. Alexander, Carl-Fredrik Westin, M. Jorge Cardoso, Jun 2015, Sleat, Isle of Skye, United Kingdom. pp.564-575
Communication dans un congrès hal-01163213v1
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Spatiotemporal Propagation of the Cortical Atrophy: Population and Individual Patterns

 Igor Koval , Jean-Baptiste Schiratti , Alexandre M Routier , Michael Bacci , Olivier Colliot , et al.
Frontiers in Neurology, 2018, 9, pp.235. ⟨10.3389/fneur.2018.00235⟩
Article dans une revue hal-01910400v1
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A Bayesian mixed-effects model to learn trajectories of changes from repeated manifold-valued observations

 Jean-Baptiste Schiratti , Stéphanie Allassonniere , Olivier Colliot , Stanley Durrleman
Journal of Machine Learning Research, 2017, 18, pp.1-33
Article dans une revue hal-01540367v3
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AI-based multi-modal integration (ScanCov scores) of clinical characteristics, lab tests and chest CTs improves COVID-19 outcome prediction of hospitalized patients

 Nathalie Lassau , Samy Ammari , Emilie Chouzenoux , Hugo Gortais , Paul Herent , et al.
[Research Report] Inria Saclay Ile de France. 2020
Rapport hal-02586111v3
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Integrating deep learning CT-scan model, biological and clinical variables to predict severity of COVID-19 patients

 Nathalie Lassau , Samy Ammari , Emilie Chouzenoux , Hugo Gortais , Paul Herent , et al.
Nature Communications, In press, 12 (634), ⟨10.1038/s41467-020-20657-4⟩
Article dans une revue hal-03136018v1
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