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.
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
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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.
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
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
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
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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
Conference papers
hal-01949877v1
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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
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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
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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
Conference papers
hal-03105195v1
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Latent variable analysis and signal separation
Vincent Vigneron
,
Vicente Zarzoso
,
Rémi Gribonval
,
Emmanuel Vincent
Journal articles
istex
hal-00658459v1
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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
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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
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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.
Journal articles
hal-00806555v1
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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
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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
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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
et al.
ICANN-2010, 20th International Conference on Artificial Neural Networks , Sep 2010, Thessaloniki, Greece. pp.519-524
Conference papers
hal-00848817v1
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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
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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
Journal articles
hal-01931739v1
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Time-varying assessment of heart rate variability parameters using respiratory information
Layli S. Goldoozian
,
Edmond Zahedi
,
Vicente Zarzoso
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
Conference papers
hal-03152856v1
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