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authIdHal_s : vzarzoso

Special Issue on Latent Variable Analysis and Signal Separation

Vincent Vigneron , Vicente Zarzoso , Rémi Gribonval , Emmanuel Vincent
92, 2012, Signal Processing
Books hal-01362533v1
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Spatial variability of the 12-lead surface ECG as a tool for noninvasive prediction of catheter ablation outcome in persistent atrial fibrillation

Marianna Meo , Vicente Zarzoso , Olivier Meste , Decebal Gabriel Latcu , Nadir Saoudi et al.
IEEE Transactions on Biomedical Engineering, 2013, 60 (1), pp.20-27. ⟨10.1109/TBME.2012.2220639⟩
Journal articles hal-00862201v1
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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
Conference papers hal-03105200v1
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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⟩
Conference papers hal-01949848v1

Noninvasive Cardiac Signal Analysis Using Data Decomposition Techniques

Vicente Zarzoso , Olivier Meste , Pierre Comon , Decebal Gabriel Latcu , Nadir Saoudi et al.
Cazals, Frédéric and Kornprobst, Pierre. Modeling in Computational Biology and Biomedicine, Springer Verlag, pp.83-116, 2013, Lectures Notes in Mathematical and Computational Biology, ISBN 978-3-642-31207-6. ⟨10.1007/978-3-642-31208-3⟩
Book sections hal-00739088v1
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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
Conference papers hal-01719133v1
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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
Conference papers hal-03152833v1
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Identification of Spatiotemporal Dispersion Electrograms in Atrial Fibrillation Ablation Using Machine Learning: A Comparative Study

Amina Ghrissi , Douglas Almonfrey , Fabien Squara , Johan Montagnat , Vicente Zarzoso et al.
Biomedical Signal Processing and Control, In press, ⟨10.1016/j.bspc.2021.103269⟩
Journal articles hal-03373043v1
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Coupled Tensor Model of Atrial Fibrillation ECG

Pedro Marinho R. de Oliveira , Vicente Zarzoso , C. Alexandre Rolim Fernandes
EUSIPCO-2020, 28th European Signal Processing Conference, Jan 2021, Amsterdam, Netherlands. ⟨10.23919/Eusipco47968.2020.9287494⟩
Conference papers hal-03151529v1
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Parameter Estimation of a Mathematical Model Describing the Cardiovascular-Respiratory Interaction

Layli S. Goldoozian , Antonio Hidalgo-Muñoz , Vicente Zarzoso , Edmond Zahedi
Computing in Cardiology, 42nd Annual Conference, Sep 2015, Nice, France. ⟨10.1109/CIC.2015.7410986⟩
Conference papers hal-01302628v1
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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⟩
Conference papers hal-01302663v1

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 et al.
Computing in Cardiology, 2011, Hangzhou, China. pp.261-265
Conference papers hal-00635740v1
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Temporal Stability of Block Term Decomposition in Noninvasive Atrial Fibrillation Analysis

Pedro Marinho R. de Oliveira , Vicente Zarzoso
52nd Asilomar Conference on Signals, Systems, and Computers, Oct 2018, Pacific Grove, United States. ⟨10.1109/ACSSC.2018.8645164⟩
Conference papers hal-01949877v1

Optimal Pairwise Fourth-Order Independent Component Analysis

Vicente Zarzoso , Juan J. Murillo-Fuentes , Rafael Boloix-Tortosa , Asoke K. Nandi
IEEE Transactions on Signal Processing, 2006, 54 (8), pp.3049-3063
Journal articles hal-00543146v1

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
Conference papers hal-00422948v1

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
Conference papers hal-00340642v1
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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
Computing in Cardology, PhysioNet Challenge, Sep 2020, Rimini, Italy. ⟨10.22489/CinC.2020.339⟩
Conference papers hal-03105195v1

Latent variable analysis and signal separation

Vincent Vigneron , Vicente Zarzoso , Rémi Gribonval , Emmanuel Vincent
Signal Processing, 2012, 92, pp.1765-1766. ⟨10.1016/j.sigpro.2012.01.001⟩
Journal articles istex hal-00658459v1

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
Conference papers hal-01330512v1
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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
Conference papers hal-02871770v1
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Independent Component Analysis Based on First-Order Statistics

Vicente Zarzoso , Rubén Martín-Clemente , Susana Hornillo-Mellado
Signal Processing, 2012, 92 (8), pp.1779-1784
Journal articles hal-00848550v1

Using spatial diversity in the estimation of atrial fibrillatory activity from the electrocardiogram

Ronald Phlypo , Pietro Bonizzi , Olivier Meste , Vicente Zarzoso
Górriz, J. M. and Lang, E. W. and Ramírez, J. Recent Advances in Biomedical Signal Processing, Bentham, pp.191-215, 2011
Book sections hal-00466980v1

Catheter ablation outcome prediction in persistent atrial fibrillation using weighted principal component analysis

Marianna Meo , Vicente Zarzoso , Olivier Meste , Decebal Gabriel Latcu , Nadir Saoudi et al.
Biomedical Signal Processing and Control, 2013, 8 (6), pp.958-968. ⟨10.1016/j.bspc.2013.02.002⟩
Journal articles hal-00806555v1

Atrial Activity Estimation from Atrial Fibrillation ECGs by Blind Source Extraction Based on a Conditional Maximum Likelihood Approach

Ronald Phlypo , Vicente Zarzoso , Ignace Lemahieu
Medical and Biological Engineering and Computing, 2010, 48 (5), pp.483-488
Journal articles hal-00543142v1

Extraction of ECG Characteristics Using Source Separation Techniques: Exploiting Statistical Independence and Beyond

Vicente Zarzoso
Amine Naït-Ali. Advanced Biosignal Processing, Springer Verlag, pp.15-48, 2009
Book sections hal-00848800v1

Solving Independent Component Analysis Contrast Functions with Particle Swarm Optimization

Jorge Igual , Jehad Ababneh , Raúl Llinares , Julio Miró-Borrás , Vicente Zarzoso et al.
ICANN-2010, 20th International Conference on Artificial Neural Networks, Sep 2010, Thessaloniki, Greece. pp.519-524
Conference papers hal-00848817v1

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
Conference papers hal-00664177v1

Respiratory Waveform Estimation from Multiple Accelerometers: An Optimal Sensor Number and Placement Analysis

Ailton Luiz Dias Siqueira Junior , Amanda Franco Spirandeli , Raimes Moraes , Vicente Zarzoso
IEEE Journal of Biomedical and Health Informatics, 2018, ⟨10.1109/JBHI.2018.2867727⟩
Journal articles hal-01931739v1

Time-varying assessment of heart rate variability parameters using respiratory information

Layli S. Goldoozian , Edmond Zahedi , Vicente Zarzoso
Computers in Biology and Medicine, 2017, pp.355-367. ⟨10.1016/j.compbiomed.2017.07.022⟩
Journal articles hal-01587394v1
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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
Computing in Cardiology, Sep 2020, Rimini, Italy. ⟨10.22489/CinC.2020.385⟩
Conference papers hal-03152856v1