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Generation of ultra-realistic synthetic echocardiographic sequences to facilitate standardization of deformation imaging

 Martino Alessandrini , Brecht Heyde , Sophie Giffard-Roisin , Hervé Delingette , Maxime Sermesant , et al.
International Symposium on BIOMEDICAL IMAGING: From Nano to Macro (ISBI 2015), Apr 2015, New York, United States. pp.756-759, ⟨10.1109/ISBI.2015.7163982⟩
Communication dans un congrès hal-01117557v1
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Estimation of Purkinje Activation from ECG: an Intermittent Left Bundle Branch Block Study

 Sophie Giffard-Roisin , Lauren Fovargue , Jessica Webb , Roch Molléro , Jack Lee , et al.
7th International Statistical Atlases and Computational Modeling of the Heart (STACOM) Workshop, Held in Conjunction with MICCAI 2016, Oct 2016, Athens, Greece
Communication dans un congrès hal-01372924v1

A rule‐based method to model myocardial fiber orientation in cardiac biventricular geometries with outflow tracts

 Rubén Doste , David Soto‐iglesias , Gabriel Bernardino , Alejandro Alcaine , Rafael Sebastian , et al.
International Journal for Numerical Methods in Biomedical Engineering, 2019, International Journal for Numerical Methods in Biomedical Engineering, 35 (4), ⟨10.1002/cnm.3185⟩
Article dans une revue hal-02128531v1
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Interpreting convolutional neural network decision for earthquake detection with feature map visualization, backward optimization and layer-wise relevance propagation methods

 Josipa Majstorović , Sophie Giffard-Roisin , Piero Poli
Geophysical Journal International, 2023, 232 (2), pp.923-939. ⟨10.1093/gji/ggac369⟩
Article dans une revue hal-03832942v1
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Smoothed Particle Hydrodynamics for Electrophysiological Modeling: An Alternative to Finite Element Methods

 Eric Lluch , Rubén Doste , Sophie Giffard-Roisin , Alexandre This , Maxime Sermesant , et al.
FIMH 2017 - 9th International Conference on Functional Imaging and Modelling of the Heart, Jun 2017, Toronto, Canada. pp.333-343, ⟨10.1007/978-3-319-59448-4_32⟩
Communication dans un congrès hal-01533371v1
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Can Avalanche Deposits be Effectively Detected by Deep Learning on Sentinel-1 Satellite SAR Images?

 Saumya Sinha , Sophie Giffard-Roisin , Fatima Karbou , Michaël Deschâtres , Anna Karas , et al.
Climate Informatics, Oct 2019, Paris, France
Communication dans un congrès hal-02278230v1
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Estimation of the Spatial Resolution of a 2D Strain Estimator Using Synthetic Cardiac Images

 Bidisha Chakraborty , Sophie Giffard-Roisin , Martino Alessandrini , Brecht Heyde , M Sermesant , et al.
IUS 2018 - IEEE International Ultrasonics Symposium, Oct 2018, Kobe, Japan. pp.1-9
Communication dans un congrès hal-02024010v1
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The 2018 Climate Informatics Hackathon: Hurricane Intensity Forecast

 Sophie Giffard-Roisin , David Gagne , Alexandre Boucaud , Balázs Kégl , Mo Yang , et al.
8th International Workshop on Climate Informatics, Sep 2018, Boulder, CO, United States. pp.4
Communication dans un congrès hal-01924336v1
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Land cover classification of the Alps from InSAR temporal coherence matrices

 Sophie Giffard-Roisin , Salaheddine Boudaour , Marie-Pierre Doin , Yajing Yan , Abdourrahmane Atto
Frontiers in Remote Sensing, 2022, 3, ⟨10.3389/frsen.2022.932491⟩
Article dans une revue hal-03829187v1
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Seismic source characterization from GNSS data using deep learning

 Giuseppe Costantino , Sophie Giffard-Roisin , David Marsan , Lou Marill , Mathilde Radiguet , et al.
Journal of Geophysical Research : Solid Earth, 2023, ⟨10.1029/2022JB024930⟩
Article dans une revue hal-04080361v1
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Tropical Cyclone Track Forecasting using Fused Deep Learning from Aligned Reanalysis Data

 Sophie Giffard-Roisin , Mo Yang , Guillaume Charpiat , Christina Kumler Bonfanti , Balázs Kégl , et al.
Frontiers in Big Data, 2020, 3, pp.1. ⟨10.3389/fdata.2020.00001⟩
Article dans une revue hal-02329437v2

A Rule-Based Method to Model Myocardial Fiber Orientation for Simulating Ventricular Outflow Tract Arrhythmias

 Rubén Doste , David Soto-Iglesias , Gabriel Bernardino , Rafael Sebastian , Sophie Giffard-Roisin , et al.
Functional imaging and modelling of the heart 2017, Jun 2017, Toronto, Canada. ⟨10.1007/978-3-319-59448-4_33⟩
Communication dans un congrès hal-01533389v1
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Sparse Bayesian Non-linear Regression for Multiple Onsets Estimation in Non-invasive Cardiac Electrophysiology

 Sophie Giffard-Roisin , Hervé Delingette , Thomas Jackson , Lauren Fovargue , Jack Lee , et al.
Functional imaging and modelling of the heart 2017, Jun 2017, Toronto, Canada. pp.230-238, ⟨10.1007/978-3-319-59448-4_22⟩
Communication dans un congrès hal-01498602v1
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Transfer Learning from Simulations on a Reference Anatomy for ECGI in Personalised Cardiac Resynchronization Therapy

 Sophie Giffard-Roisin , Hervé Delingette , Thomas Jackson , Jessica Webb , Lauren Fovargue , et al.
IEEE Transactions on Biomedical Engineering, In press, 20, ⟨10.1109/TBME.2018.2839713⟩
Article dans une revue hal-01796483v2
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Non-Invasive Personalisation of a Cardiac Electrophysiology Model from Body Surface Potential Mapping

 Sophie Giffard-Roisin , Thomas Jackson , Lauren Fovargue , Jack Lee , Hervé Delingette , et al.
IEEE Transactions on Biomedical Engineering, 2017, IEEE Transactions on Biomedical Engineering, 64 (9), pp.2206 - 2218. ⟨10.1109/TBME.2016.2629849⟩
Article dans une revue hal-01397393v1
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Non-invasive Personalisation of Cardiac Electrophysiological Models from Surface Electrograms

 Sophie Giffard-Roisin
Medical Imaging. Université côte d'azur, 2017. English. ⟨NNT : ⟩
Thèse tel-01771476v2
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Deep Learning for Hurricane Track Forecasting from Aligned Spatio-temporal Climate Datasets

 Sophie Giffard-Roisin , Mo Yang , Guillaume Charpiat , Balázs Kégl , Claire Monteleoni
Modeling and decision-making in the spatiotemporal domain NIPS workhop, Dec 2018, Montréal, Canada
Communication dans un congrès hal-01905408v1
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A Framework for the Generation of Realistic Synthetic Cardiac Ultrasound and Magnetic Resonance Imaging Sequences from the same Virtual Patients

 Yitian Zhou , Sophie Giffard-Roisin , Mathieu de Craene , Sorina Camarasu-Pop , Jan d'Hooge , et al.
IEEE Transactions on Medical Imaging, 2018, 37 (3), pp.741-754. ⟨10.1109/TMI.2017.2708159⟩
Article dans une revue hal-01533366v1
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Detecting Avalanche Deposits using Variational Autoencoder on Sentinel-1 Satellite Imagery

 Saumya Sinha , Sophie Giffard-Roisin , Fatima Karbou , Michaël Deschâtres , Anna Karas , et al.
NeurIPS 2019 Workshop : Tackling Climate Change with Machine Learning NeurIPS workshop, Dec 2019, Vancouver, Canada
Communication dans un congrès hal-02318407v1

Variational autoencoder anomaly-detection of avalanche deposits in satellite SAR imagery

 Saumya Sinha , Sophie Giffard-Roisin , Fatima Karbou , Michaël Deschâtres , Anna Karas , et al.
CI2020: 10th International Conference on Climate Informatics, Sep 2020, virtual United Kingdom, France. pp.113-119, ⟨10.1145/3429309.3429326⟩
Communication dans un congrès hal-03201827v1
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Classification of red cell dynamics with convolutional and recurrent neural networks: a sickle cell disease case study

 Maxime Darrin , Ashwin Samudre , Maxime Sahun , Scott Atwell , Catherine Badens , et al.
Scientific Reports, 2023, 13 (1), pp.745. ⟨10.1038/s41598-023-27718-w⟩
Article dans une revue hal-03956053v1
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Automatic Color Detection-Based Method Applied to Sentinel-1 SAR Images for Snow Avalanche Debris Monitoring

 Anna Karas , Fatima Karbou , Sophie Giffard-Roisin , Philippe Durand , Nicolas Eckert
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.1-17/5219117. ⟨10.1109/TGRS.2021.3131853⟩
Article dans une revue hal-03467334v1

Deep learning multimodal methods for geophysical inversion: application to glacier ice thickness estimation

 Lorenzo Lopez Uroz , A Benoit , Yajing Yan , Christophe Lin-Kwong-Chon , Sophie Giffard-Roisin , et al.
20th International Conference on Content-based Multimedia Indexing, Sep 2023, Orléans, France
Communication dans un congrès hal-04219868v1
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Evaluation of Personalised Canine Electromechanical Models

 Sophie Giffard-Roisin , Stéphanie Marchesseau , Loic Le Folgoc , Hervé Delingette , Maxime Sermesant
Proceedings of the 5th international STACOM workshop (Boston, September 18, 2014), Pop M., Sep 2014, Boston, United States. pp.74-82, ⟨10.1007/978-3-319-14678-2_8⟩
Communication dans un congrès hal-01087841v1

A Pipeline for the Generation of Realistic 3D Synthetic Echocardiographic Sequences: Methodology and Open-access Database.

 Martino Alessandrini , Mathieu de Craene , Olivier Bernard , Sophie Giffard-Roisin , Pascal Allain , et al.
IEEE Transactions on Medical Imaging, 2015, 34 (7), pp.1436-1451. ⟨10.1109/TMI.2015.2396632⟩
Article dans une revue hal-01117490v1
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Fused Deep Learning for Hurricane Track Forecast from Reanalysis Data

 Sophie Giffard-Roisin , Mo Yang , Guillaume Charpiat , Balázs Kégl , Claire Monteleoni
Climate Informatics Workshop Proceedings 2018, Sep 2018, Boulder, United States. pp.69-72
Communication dans un congrès hal-01851001v1

Designing Convolutional Neural Network Pipeline for Near‐Fault Earthquake Catalog Extension Using Single‐Station Waveforms

 Josipa Majstorović , Sophie Giffard‐roisin , Piero Poli
Journal of Geophysical Research : Solid Earth, 2021, 126 (7), ⟨10.1029/2020JB021566⟩
Article dans une revue hal-03430010v1
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Testing machine learning models for seismic damage prediction at a regional scale using building-damage dataset compiled after the 2015 Gorkha Nepal earthquake

 Subash Ghimire , Philippe Guéguen , Sophie Giffard-Roisin , Danijel Schorlemmer
Earthquake Spectra, 2022, 38 (4), pp.2970-2993. ⟨10.1177/87552930221106495⟩
Article dans une revue hal-04320701v1
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Characterization of normal fault scarp using convolutional neural network: application to Mexico

 Lea Pousse-Beltran , Sophie Giffard-Roisin , Laurence Audin , Pierre Lacan , Théo Lallemand , et al.
11th International INQUA Meeting on Paleoseismology, Active Tectonics and Archeoseismology (PATA), INQUA Focus Group Terrestrial Processes Perturbed by Tectonics (TPPT), Sep 2022, Aix-en -Provence, France
Communication dans un congrès hal-04214143v1
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