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
Conference papers
hal-01372924v1
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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⟩
Conference papers
hal-01117557v1
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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
Conference papers
hal-01924336v1
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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
Conference papers
hal-02024010v1
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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
Journal articles
hal-03829187v1
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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⟩
Journal articles
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
Journal articles
hal-03832942v1
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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
Journal articles
hal-03467334v1
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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
Conference papers
hal-04219868v1
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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.
Journal articles
hal-03956053v1
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Designing Convolutional Neural Network Pipeline for Near‐Fault Earthquake Catalog Extension Using Single‐Station Waveforms
Josipa Majstorović
,
Sophie Giffard‐roisin
,
Piero Poli
Journal articles
hal-03430010v1
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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⟩
Conference papers
hal-01087841v1
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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
Conference papers
hal-01851001v1
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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.
Journal articles
hal-01117490v1
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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
Conference papers
hal-04214143v1
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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
Conference papers
hal-02278230v1
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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⟩
Conference papers
hal-01533371v1
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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.
Journal articles
hal-02329437v2
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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 articles
hal-04080361v1
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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.
Conference papers
hal-01498602v1
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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.
Conference papers
hal-01533389v1
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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
Conference papers
hal-01905408v1
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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
Conference papers
hal-02318407v1
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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⟩
Journal articles
hal-01397393v1
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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⟩
Conference papers
hal-03201827v1
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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.
Journal articles
hal-01533366v1
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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.
Journal articles
hal-01796483v2
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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 : ⟩
Theses
tel-01771476v2
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