Jean-Baptiste SCHIRATTI
Jean-Baptiste SCHIRATTI
Owkin
Verified email at owkin.com
Title
Cited by
Cited by
Year
Learning spatiotemporal trajectories from manifold-valued longitudinal data
JB Schiratti, S Allassonniere, O Colliot, S Durrleman
Advances in neural information processing systems, 2404-2412, 2015
462015
A Bayesian mixed-effects model to learn trajectories of changes from repeated manifold-valued observations
JB Schiratti, S Allassonniere, O Colliot, S Durrleman
The Journal of Machine Learning Research 18 (1), 4840-4872, 2017
242017
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
212017
A mixed-effects model with time reparametrization for longitudinal univariate manifold-valued data
JB Schiratti, S Allassonniere, A Routier, O Colliot, S Durrleman, ...
International Conference on Information Processing in Medical Imaging, 564-575, 2015
192015
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
122018
An ensemble learning approach to detect epileptic seizures from long intracranial EEG recordings
JB Schiratti, JE Le Douget, M Le van Quyen, S Essid, A Gramfort
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
82018
Mixed-effects model for the spatiotemporal analysis of longitudinal manifold-valued data
JB Schiratti, S Allassonnière, O Colliot, S Durrleman
52015
Abdominal musculature segmentation and surface prediction from CT using deep learning for sarcopenia assessment
P Blanc-Durand, JB Schiratti, K Schutte, P Jehanno, P Herent, F Pigneur, ...
Diagnostic and Interventional Imaging, 2020
22020
AI-based multi-modal integration of clinical characteristics, lab tests and chest CTs improves COVID-19 outcome prediction of hospitalized patients
N Lassau, S Ammari, E Chouzenoux, H Gortais, P Herent, M Devilder, ...
medRxiv, 2020
12020
Methods and algorithms to learn spatio-temporal changes from longitudinal manifold-valued observations
JB Schiratti
12017
Integration of clinical characteristics, lab tests and a deep learning CT scan analysis to predict severity of hospitalized COVID-19 patients.
N Lassau, S Ammari, E Chouzenoux, H Gortais, P Herent, M Devilder, ...
medRxiv, 2020
2020
A method for determining the temporal progression of a biological phenomenon and associated methods and devices
S Durrleman, JB Schiratti, S Allassonniere, O Colliot
US Patent App. 16/300,391, 2019
2019
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