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Sophie Giffard-Roisin
Sophie Giffard-Roisin
ISTerre, Université Grenoble Alpes, IRD
Verified email at univ-grenoble-alpes.fr - Homepage
Title
Cited by
Cited by
Year
A pipeline for the generation of realistic 3D synthetic echocardiographic sequences: methodology and open-access database
M Alessandrini, M De Craene, O Bernard, S Giffard-Roisin, P Allain, ...
IEEE transactions on medical imaging 34 (7), 1436-1451, 2015
1362015
A rule‐based method to model myocardial fiber orientation in cardiac biventricular geometries with outflow tracts
R Doste, D Soto‐Iglesias, G Bernardino, A Alcaine, R Sebastian, ...
International journal for numerical methods in biomedical engineering 35 (4 …, 2019
1162019
Tropical cyclone track forecasting using fused deep learning from aligned reanalysis data
S Giffard-Roisin, M Yang, G Charpiat, C Kumler Bonfanti, B Kégl, ...
Frontiers in big Data 3, 1, 2020
972020
Noninvasive Personalization of a Cardiac Electrophysiology Model From Body Surface Potential Mapping
S Giffard-Roisin, T Jackson, L Fovargue, J Lee, H Delingette, R Razavi, ...
IEEE Transactions on Biomedical Engineering 64 (9), 2206-2218, 2017
902017
A framework for the generation of realistic synthetic cardiac ultrasound and magnetic resonance imaging sequences from the same virtual patients
Y Zhou, S Giffard-Roisin, M De Craene, S Camarasu-Pop, J D’Hooge, ...
IEEE transactions on medical imaging 37 (3), 741-754, 2017
502017
Transfer Learning From Simulations on a Reference Anatomy for ECGI in Personalized Cardiac Resynchronization Therapy
S Giffard-Roisin, H Delingette, T Jackson, J Webb, L Fovargue, J Lee, ...
IEEE Transactions on Biomedical Engineering 66 (2), 343-353, 2019
452019
Testing machine learning models for seismic damage prediction at a regional scale using building-damage dataset compiled after the 2015 Gorkha Nepal earthquake
S Ghimire, P Guéguen, S Giffard-Roisin, D Schorlemmer
Earthquake Spectra 38 (4), 2970-2993, 2022
262022
Variational Autoencoder Anomaly-Detection of Avalanche Deposits in Satellite SAR Imagery
S Sinha, S Giffard-Roisin, F Karbou, M Deschatres, A Karas, N Eckert, ...
Proceedings of the 10th International Conference on Climate Informatics, 113-119, 2020
212020
Automatic color detection-based method applied to sentinel-1 sar images for snow avalanche debris monitoring
A Karas, F Karbou, S Giffard-Roisin, P Durand, N Eckert
IEEE Transactions on Geoscience and Remote Sensing 60, 1-17, 2021
202021
Designing Convolutional Neural Network Pipeline for Near‐Fault Earthquake Catalog Extension Using Single‐Station Waveforms
J Majstorović, S Giffard‐Roisin, P Poli
Journal of Geophysical Research: Solid Earth 126 (7), e2020JB021566, 2021
202021
Can avalanche deposits be effectively detected by deep learning on sentinel-1 satellite sar images?
S Sinha, S Giffard-Roisin, F Karbou, M Deschatres, A Karas, N Eckert, ...
Climate Informatics, 2019
182019
Fused deep learning for hurricane track forecast from reanalysis data
S Giffard-Roisin, M Yang, G Charpiat, B Kégl, C Monteleoni
Climate Informatics Workshop Proceedings 2018, 69-72, 2018
182018
Deep Learning for Hurricane Track Forecasting from Aligned Spatio-temporal Climate Datasets
S Giffard-Roisin, M Yang, G Charpiat, B Kégl, C Monteleoni
Modeling and decision-making in the spatiotemporal domain NIPS workhop, 2018
172018
Classification of red cell dynamics with convolutional and recurrent neural networks: a sickle cell disease case study
M Darrin, A Samudre, M Sahun, S Atwell, C Badens, A Charrier, E Helfer, ...
Scientific Reports 13 (1), 745, 2023
162023
Smoothed particle hydrodynamics for electrophysiological modeling: an alternative to finite element methods
E Lluch, R Doste, S Giffard-Roisin, A This, M Sermesant, O Camara, ...
Functional Imaging and Modelling of the Heart: 9th International Conference …, 2017
152017
Sparse bayesian non-linear regression for multiple onsets estimation in non-invasive cardiac electrophysiology
S Giffard-Roisin, H Delingette, T Jackson, L Fovargue, J Lee, A Rinaldi, ...
Functional Imaging and Modelling of the Heart: 9th International Conference …, 2017
132017
Generation of ultra-realistic synthetic echocardiographic sequences to facilitate standardization of deformation imaging
M Alessandrini, B Heyde, S Giffard-Roisin, H Delingette, M Sermesant, ...
2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), 756-759, 2015
122015
Seismic source characterization from GNSS data using deep learning
G Costantino, S Giffard‐Roisin, D Marsan, L Marill, M Radiguet, MD Mura, ...
Journal of Geophysical Research: Solid Earth, e2022JB024930, 2022
102022
Detecting avalanche deposits using variational autoencoder on Sentinel-1 satellite imagery
S Sinha, S Giffard-Roisin, F Karbou, M Deschâtres, A Karas, N Eckert, ...
NeurIPS 2019 Workshop: Tackling Climate Change with Machine Learning NeurIPS …, 2019
102019
A rule-based method to model myocardial fiber orientation for simulating ventricular outflow tract arrhythmias
R Doste, D Soto-Iglesias, G Bernardino, R Sebastian, S Giffard-Roisin, ...
Functional Imaging and Modelling of the Heart: 9th International Conference …, 2017
92017
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