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Local activation identification in persistent atrial fibrillation intracardiac EGM signals for automatic spatio-temporal dispersion pattern recognition
Sara Frusone
,
Rafael Costa de Almeida
,
Fabien Squara
,
Vicente Zarzoso
46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Jul 2024, Orlando (FL), United States
Communication dans un congrès
hal-04720333
v1
|
|
Electrogram fractionation metrics in spatio-temporal dispersion based catheter ablation of persistent atrial fibrillation
Sara Frusone
,
Rafael Costa de Almeida
,
Fabien Squara
,
Vicente Zarzoso
32nd European Signal Processing Conference (EUSIPCO), Aug 2024, Lyon, France
Communication dans un congrès
hal-04735249
v1
|
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Identifying spatiotemporal dispersion in catheter ablation of persistent atrial fibrillation: a comparative study of machine learning techniques using both real and realistic synthetic multipolar electrograms
Sara Frusone
,
Rafael Costa de Almeida
,
Douglas Almonfrey
,
Fabien Squara
,
Vicente Zarzoso
Computing in Cardiology, Oct 2023, Atlanta, GA, United States
Communication dans un congrès
hal-04506148
v1
|
|
Unsupervised and computationally lightweight spectrum sensing in IoT devices
Rubén Martín-Clemente
,
Vicente Zarzoso
9th International Electronic Conference on Sensors and Applications, Nov 2022, Online, Switzerland. ⟨10.3390/ecsa-9-13159⟩
Communication dans un congrès
hal-04533656
v1
|
|
Tensor decomposition of ECG records for persistent atrial fibrillation analysis
Vicente Zarzoso
,
Pedro Marinho R. de Oliveira
,
Lucas de Sousa Abdalah
ILAS-2022, 24th Conference of the International Linear Algebra Society, Jun 2022, Galway, Ireland
Communication dans un congrès
hal-03840336
v1
|
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Coupled Tensor Model of Atrial Fibrillation ECG
Pedro Marinho R. de Oliveira
,
Vicente Zarzoso
,
C. Alexandre Rolim Fernandes
Communication dans un congrès
hal-03151529
v1
|
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Identification of Spatiotemporal Dispersion Electrograms in Persistent Atrial Fibrillation Ablation Using Maximal Voltage Absolute Values
Amina Ghrissi
,
Fabien Squara
,
Johan Montagnat
,
Vicente Zarzoso
Communication dans un congrès
hal-02756806
v2
|
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Tensor-based noninvasive atrial fibrillation complexity index for catheter ablation
Lucas de Sousa Abdalah
,
Pedro Marinho R. de Oliveira
,
Walter Freitas
,
Vicente Zarzoso
Computing in Cardiology, Sep 2020, Rimini, Italy
Communication dans un congrès
hal-03152833
v1
|
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Identification of Ablation Sites in Persistent Atrial Fibrillation Based on Spatiotemporal Dispersion of Electrograms Using Machine Learning
Amina Ghrissi
,
Fabien Squara
,
Johan Montagnat
,
Vicente Zarzoso
Computing in Cardiology, Sep 2020, Rimini, Italy
Communication dans un congrès
hal-03105200
v1
|
|
Data Augmentation for Automatic Identification of Spatiotemporal Dispersion Electrograms in Persistent Atrial Fibrillation Ablation Using Machine Learning
Amina Ghrissi
,
Douglas Almonfrey
,
Rafael Costa de Almeida
,
Fabien Squara
,
Johan Montagnat
et al.
42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society, IEEE, Jul 2020, Montreal, Canada
Communication dans un congrès
hal-02871770
v1
|
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Detection of Cardiac Arrhythmias From Varied Length Multichannel Electrocardiogram Recordings Using Deep Convolutional Neural Networks
Marwen Sallem
,
Amina Ghrissi
,
Adnen Saadaoui
,
Vicente Zarzoso
Communication dans un congrès
hal-03105195
v1
|
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Automated atrial fibrillation source detection using shallow convolutional neural networks
Isac Do Nascimento Lira
,
Pedro Marinho R. de Oliveira
,
Walter Freitas
,
Vicente Zarzoso
Communication dans un congrès
hal-03152856
v1
|
|
Multidimensional CX Decomposition of Tensors
Maria Kallynna Bezerra Couras
,
Pablo de Pinho
,
Gérard Favier
,
Joao Paulo da Costa
,
André L.F. de Almeida
et al.
Workshop on Communication Networks and Power Systems (WCNPS), 2019, Brasilia, Brazil
Communication dans un congrès
hal-03548141
v1
|
|
Source Classification in Atrial Fibrillation Using a Machine Learning Approach
Pedro Marinho R. de Oliveira
,
Vicente Zarzoso
,
C. Alexandre Rolim Fernandes
Computing in Cardiology, Sep 2019, Singapore, Singapore
Communication dans un congrès
hal-02301040
v1
|
|
Löwner-Based Tensor Decomposition for Blind Source Separation in Atrial Fibrillation ECGs
Pedro Marinho R. de Oliveira
,
Vicente Zarzoso
EUSIPCO-2019, 27th European Signal Processing Conference, Sep 2019, A Coruña, Spain
Communication dans un congrès
hal-02271029
v1
|
|
Compressed sensing for the extraction of atrial fibrillation patterns from surface electrocardiograms
Amina Ghrissi
,
Vicente Zarzoso
Communication dans un congrès
hal-02486993
v1
|
|
Block Term Decomposition Analysis in Long Segments of Atrial Fibrillation ECGs
Pedro Marinho R. de Oliveira
,
Vicente Zarzoso
XXXVI Simpósio Brasileiro de Telecomunicações e Processamento de Sinais, Sep 2018, Campina Grande, Brazil. ⟨10.14209/sbrt.2018.182⟩
Communication dans un congrès
hal-01949848
v1
|
|
Temporal Stability of Block Term Decomposition in Noninvasive Atrial Fibrillation Analysis
Pedro Marinho R. de Oliveira
,
Vicente Zarzoso
Communication dans un congrès
hal-01949877
v1
|
|
Source Analysis and Selection Using Block Term Decomposition in Atrial Fibrillation
Pedro Marinho R. de Oliveira
,
Vicente Zarzoso
14th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2018), Jul 2018, Guildford, United Kingdom. pp.46-56, ⟨10.1007/978-3-319-93764-9_5⟩
Communication dans un congrès
hal-01949822
v1
|
|
Unsupervised Classification of Array Data Based on the L1-Norm
Rubén Martín-Clemente
,
Vicente Zarzoso
52nd Asilomar Conference on Signals, Systems and Computers, Oct 2018, Pacific Grove, CA, United States
Communication dans un congrès
hal-02003722
v1
|
|
Parameter estimation in block term decomposition for noninvasive atrial fibrillation analysis
Vicente Zarzoso
Proc. CAMSAP-2017, 7th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing,, Dec 2017, Curaçao, Netherlands Antilles
Communication dans un congrès
hal-01719133
v1
|
|
ECG-Based Predictors of Sudden Cardiac Death in Chagas' Disease
Alex Chaves Alberto
,
Gabriel Azevedo Limeira
,
Roberto Coury Pedrosa
,
Vicente Zarzoso
,
Jurandir Nadal
Communication dans un congrès
hal-02002732
v1
|
|
L1-PCA signal subspace identification for non-sphered data under the ICA model
Rubén Martín-Clemente
,
Vicente Zarzoso
Proc. CAMSAP-2017, 7th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2017, Curaçao, Netherlands Antilles
Communication dans un congrès
hal-01719134
v1
|
|
Enhanced Block Term Decomposition for Atrial Activity Extraction in Atrial Fibrillation ECG
Lucas Nogueira Ribeiro
,
André L. F. de Almeida
,
Vicente Zarzoso
SAM-2016, 9th IEEE Sensor Array and Multichannel Signal Processing Workshop, Jul 2016, Rio de Janeiro, Brazil
Communication dans un congrès
hal-01330512
v1
|
|
Desenvolvimento de monitor respiratório utilizando múltiplos acelerômetros
Ailton Luiz Dias Siqueira Junior
,
Tiago F. Rech
,
Raimes Moraes
,
Vicente Zarzoso
CBEB-2016, XXV Congresso Brasileiro de Engenharia Biomédica, Oct 2016, Foz do Iguaçu, Brazil
Communication dans un congrès
hal-03634724
v1
|
|
Parameter Estimation of a Mathematical Model Describing the Cardiovascular-Respiratory Interaction
Layli S. Goldoozian
,
Antonio Hidalgo-Muñoz
,
Vicente Zarzoso
,
Edmond Zahedi
Communication dans un congrès
hal-01302628
v1
|
|
Empirical Mode Decomposition of Multiple ECG Leads for Catheter Ablation Long-Term Outcome Prediction in Persistent Atrial Fibrillation
Antonio Hidalgo-Muñoz
,
Ana Maria Tome
,
Decebal Gabriel Latcu
,
Vicente Zarzoso
37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC-2015) , Aug 2015, Milan, Italy. pp.105-108, ⟨10.1109/EMBC.2015.7318311⟩
Communication dans un congrès
hal-01302663
v1
|
|
Empirical Mode Decomposition for Noninvasive Atrial Fibrillation Dominant Frequency Estimation
Antonio Hidalgo-Muñoz
,
Ana Maria Tome
,
Vicente Zarzoso
Communication dans un congrès
hal-01302680
v1
|
|
F-wave Amplitude Stability on Multiple Electrocardiogram Leads in Atrial Fibrillation
Marianna Meo
,
Antonio Hidalgo-Muñoz
,
Vicente Zarzoso
,
Olivier Meste
,
Gabriel Decebal Latcu
et al.
Computing in Cardiology, Sep 2015, Nice, France
Communication dans un congrès
hal-01217233
v1
|
|
A Tensor Decomposition Approach to Noninvasive Atrial Activity Extraction in Atrial Fibrillation ECG
Lucas Nogueira Ribeiro
,
Antonio Hidalgo-Muñoz
,
Gérard Favier
,
João César Moura Mota
,
André L. F. de Almeida
et al.
Communication dans un congrès
hal-01302686
v1
|
|
Atrial Signal Extraction in Atrial Fibrillation Electrocardiograms Using a Tensor Decomposition Approach
Lucas Nogueira Ribeiro
,
Antonio Hidalgo-Muñoz
,
Vicente Zarzoso
37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC-2015), Aug 2015, Milan, Italy. pp.6987-6990, ⟨10.1109/EMBC.2015.7320000⟩
Communication dans un congrès
hal-01302671
v1
|
|
Joint Entropy for Spatial Information Retrieval from Orthogonal Heart Planes Improves Catheter Ablation Outcome Prediction in Persistent Atrial Fibrillation
Marianna Meo
,
Vicente Zarzoso
,
Olivier Meste
,
Gabriel Decebal Latcu
,
Nadir Saoudi
Computing in Cardiology, Sep 2014, Boston, United States
Communication dans un congrès
hal-01079412
v1
|
|
Predicting Catheter Ablation Outcome in Persistent Atrial Fibrillation via Multivariate Analyses of ECG Fibrillatory Wave Amplitude
Antonio Hidalgo-Muñoz
,
Vicente Zarzoso
,
Marianna Meo
,
Olivier Meste
,
Gabriel Decebal Latcu
et al.
Cardiotechnix-2014, 2nd International Congress on Cardiovascular Technologies, Oct 2014, Rome, Italy
Communication dans un congrès
hal-01302935
v1
|
|
Automatic Multilead Characterization of F-wave Amplitude Enhances Prediction of Catheter Ablation Outcome in Persistent Atrial Fibrillation
Marianna Meo
,
Decebal Gabriel Latcu
,
Vicente Zarzoso
,
Olivier Meste
,
Michele Garibaldi
et al.
European Heart Rhythm Association EUROPACE Congress, Jun 2013, Athens, Greece
Communication dans un congrès
hal-00848848
v1
|
|
Noninvasive Prediction of Catheter Ablation Acute Outcome in Persistent Atrial Fibrillation Based on Logistic Regression of ECG Fibrillatory Wave Amplitude and Spatio-temporal Variability
Marianna Meo
,
Vicente Zarzoso
,
Olivier Meste
,
Decebal Gabriel Latcu
,
Nadir Saoudi
EMBC-2013, 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Jul 2013, Osaka, Japan. pp.5821-5824
Communication dans un congrès
hal-00848856
v1
|
|
Exploiting Intracardiac and Surface Recording Modalities for Atrial Signal Extraction in Atrial Fibrillation
Michele Garibaldi
,
Vicente Zarzoso
EMBC-2013, 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Jul 2013, Osaka, Japan. pp.6015-6018
Communication dans un congrès
hal-00848851
v1
|
|
Point Process Modeling of R-R Interval Dynamics during Atrial Fibrillation
Marianna Meo
,
Vicente Zarzoso
,
Olivier Meste
,
Decebal Gabriel Latcu
,
Nadir Saoudi
et al.
Computing in Cardiology, 2013, Spain. pp.1043-1046
Communication dans un congrès
hal-00943572
v1
|
|
Low-rank Signal Approximations with Reduced Error Dispersion
Vicente Zarzoso
,
Marianna Meo
,
Olivier Meste
21st European Signal Processing Conference (EUSIPCO-2013), Sep 2013, Marrakech, Morocco
Communication dans un congrès
hal-00938267
v1
|
|
Predicting Catheter Ablation Outcome in Persistent Atrial Fibrillation Using Atrial Dominant Frequency and Related Spectral Features
Michele Garibaldi
,
Vicente Zarzoso
,
Decebal Gabriel Latcu
,
Nadir Saoudi
EMBC-2012, 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society,, Aug 2012, San Diego, CA, United States. pp.613-616
Communication dans un congrès
hal-00848842
v1
|
|
Procedimiento simple de separación de fuentes
Rubén Martín-Clemente
,
Vicente Zarzoso
URSI-2012, XXVII Simposium Nacional de la Unión Científica Internacional de Radio, Sep 2012, Elche, España
Communication dans un congrès
hal-00848845
v1
|
|
Mathematical Analysis of Atrial Spatiotemporal Complexity on Standard ECG for Catheter Ablation Outcome Prediction in Persistent Atrial Fibrillation
Marianna Meo
,
Decebal Gabriel Latcu
,
Vicente Zarzoso
,
Olivier Meste
,
Michele Garibaldi
et al.
European Society of Cardiology Congress, 2012, Munich, Germany
Communication dans un congrès
hal-00724389
v1
|
|
ECG Spatiotemporal Complexity Predicts Catheter Ablation Outcome in Persistent Afib
Marianna Meo
,
Decebal Gabriel Latcu
,
Vicente Zarzoso
,
Olivier Meste
,
Michele Garibaldi
et al.
CARDIOSTIM, 2012, Nice, France
Communication dans un congrès
hal-00724392
v1
|
|
ECG Spatiotemporal Complexity Predicts Catheter Ablation Outcome of Persistent Afib
Marianna Meo
,
Decebal Gabriel Latcu
,
Vicente Zarzoso
,
Olivier Meste
,
Michele Garibaldi
et al.
Cardiostim-2012, 18th World Congress in Cardiac Electrophysiology & Cardiac Techniques, Jun 2012, Nice, France
Communication dans un congrès
hal-00848834
v1
|
|
Persistent Atrial Fibrillation Dominant Frequency on Standard ECG Predicts Catheter Ablation Outcome
Michele Garibaldi
,
Vicente Zarzoso
,
Decebal Gabriel Latcu
,
Marianna Meo
,
Olivier Meste
et al.
CARDIOSTIM, 2012, Nice, France
Communication dans un congrès
hal-00724391
v1
|
|
Algorithms for Atrial Signal Extraction in Atrial Fibrillation ECGs: A Comparison Based on the Correlation Between Endocardial and Surface Dominant Frequency
Michele Garibaldi
,
Vicente Zarzoso
7th International Workshop on Biosignal Interpretation, Jul 2012, Como, Italy
Communication dans un congrès
hal-00848837
v1
|
|
Nonnegative Matrix Factorization for Noninvasive Prediction of Catheter Ablation Outcome in Persistent Atrial Fibrillation
Marianna Meo
,
Vicente Zarzoso
,
Olivier Meste
,
Decebal Gabriel Latcu
,
Nadir Saoudi
Annual International Conference of the IEEE Acoustics, Speech, and Signal Processing, ICASSP, 2012, Japan. pp.601-604
Communication dans un congrès
hal-00655798
v1
|
|
Catheter Ablation Outcome Prediction in Persistent Atrial Fibrillation Based on Spatio-Temporal Complexity Measures of the Surface ECG
Marianna Meo
,
Vicente Zarzoso
,
Olivier Meste
,
Decebal Gabriel Latcu
,
Nadir Saoudi
Computing in Cardiology, 2011, Hangzhou, China. pp.261-265
Communication dans un congrès
hal-00635740
v1
|
|
Non-invasive prediction of catheter ablation outcome in persistent atrial fibrillation by exploiting the spatial diversity of surface ECG
Marianna Meo
,
Vicente Zarzoso
,
Olivier Meste
,
Decebal Gabriel Latcu
,
Nadir Saoudi
Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011, United States. pp.5531 - 4, ⟨10.1109/IEMBS.2011.6091411⟩
Communication dans un congrès
hal-00655786
v1
|
|
Topographic imaging of the atrial electrical activity during atrial fibrillation for the analysis of uniform distributions of the surface electrical potentials
Pietro Bonizzi
,
Olivier Meste
,
Vicente Zarzoso
,
Ronald Westra
,
Joel Karel
et al.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011, United States. pp.2586 - 9, ⟨10.1109/IEMBS.2011.6090714⟩
Communication dans un congrès
hal-00655788
v1
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|
Solving Independent Component Analysis Contrast Functions with Particle Swarm Optimization
Jorge Igual
,
Jehad Ababneh
,
Raúl Llinares
,
Julio Miró-Borrás
,
Vicente Zarzoso
ICANN-2010, 20th International Conference on Artificial Neural Networks, Sep 2010, Thessaloniki, Greece. pp.519-524
Communication dans un congrès
hal-00848817
v1
|
|
Catheter ablation reduces atrial fibrillation organization degree assessed on standard ECG
Pietro Bonizzi
,
Decebal Gabriel Latcu
,
Olivier Meste
,
Vicente Zarzoso
,
Irina Popescu
et al.
Cardiac Electrophysiology & Cardiac Techniques, (CARDIOSTIM'10), 2010, France. 1 page
Communication dans un congrès
hal-00664177
v1
|
|
Atrial fibrillation disorganization is reduced by catheter ablation: A standard ECG study.
Pietro Bonizzi
,
Olivier Meste
,
Vicente Zarzoso
,
Decebal Gabriel Latcu
,
Irina Popescu
et al.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2010, Argentina. pp.5286-9, ⟨10.1109/IEMBS.2010.5626335⟩
Communication dans un congrès
hal-00543715
v1
|
|
A Novel Speech Enhancement Approach Based on Singular Value Decomposition and Genetic Algorithm
Amin Zehtabian
,
Hamid Hassanpour
,
Shahrokh Zehtabian
,
Vicente Zarzoso
SoCPaR-2010, 2nd International Conference on Soft Computing and Pattern Recognition, Dec 2010, Paris, France. pp.430-435
Communication dans un congrès
hal-00848819
v1
|
|
Significance of mixing matrix structure on principal component-based analysis of atrial fibrillation body surface potential maps
Pietro Bonizzi
,
Maria S. Guillem
,
Francisco Castells
,
Andreu M. Climent
,
Vicente Zarzoso
et al.
Computers in Cardiology, Sep 2009, Park City, UTAH, France. pp.41-44
Communication dans un congrès
hal-00422948
v1
|
|
Automated Extraction of Atrial Fibrillation Activity from the Surface ECG Using Independent Component Analysis in the Frequency Domain
Vicente Zarzoso
,
Pierre Comon
MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING WORLD CONGRESS, Sep 2009, Munchen, Germany
Communication dans un congrès
hal-00435947
v1
|
|
Spectral analysis of atrial signals directly from surface ECG exploiting compressed spectrum
Pietro Bonizzi
,
Olivier Meste
,
Vicente Zarzoso
Computers in Cardiology 2008, Sep 2008, Bologna, Italy. pp.221-224
Communication dans un congrès
hal-00357127
v1
|
|
Cumulant Matching for Independent Source Extraction
Ronald Phlypo
,
Vicente Zarzoso
,
Pierre Comon
,
Ignace Lemahieu
30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2008, Canada. pp.3340--3343
Communication dans un congrès
hal-00340642
v1
|
|
Robust Independent Component Analysis for Blind Source Separation and Extraction with Application in Electrocardiography
Vicente Zarzoso
,
Pierre Comon
30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2008, Vancouver, Canada. pp.3344-3347
Communication dans un congrès
hal-00339616
v1
|
|
The exploitation of spatial topographies for atrial signal extraction in atrial fibrillation ECGs.
Pietro Bonizzi
,
Ronald Phlypo
,
Vicente Zarzoso
,
Olivier Meste
Engineering in Medicine and Biology Society, EMBS 2008, 30th Annual International Conference of the IEEE, Aug 2008, Canada. pp.1867-1870
Communication dans un congrès
hal-00356256
v1
|
|
ATRIAL SIGNAL EXTRACTION IN ATRIAL FIBRILLATION ECGs EXPLOITING SPATIAL CONSTRAINTS
Pietro Bonizzi
,
Olivier Meste
,
Vicente Zarzoso
,
Ronald Phlypo
Eusipco 2008, Aug 2008, Lausanne, Switzerland. pp.00
Communication dans un congrès
hal-00357130
v1
|
|
Atrio-Ventricular Junction Behaviour During Atrial Fibrillation
Pietro Bonizzi
,
Olivier Meste
,
Vicente Zarzoso
Computers in Cardiology, Sep 2007, Durham, United States. pp.561-564
Communication dans un congrès
hal-00357124
v1
|