Vicente Zarzoso

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Noninvasive Cardiac Signal Analysis Using Data Decomposition Techniques

Vicente Zarzoso , Olivier Meste , Pierre Comon , Decebal Gabriel Latcu , Nadir Saoudi

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⟩

Chapitre d'ouvrage hal-00739088v1

A survey of kurtosis optimization schemes for MISO source separation and equalization

Marc Castella , Eric Moreau , Vicente Zarzoso

Chatterjee; Amitava and Nobahari; Hadi and Siarry; Patrick. Advances in Heuristic Signal Processing and Applications, Springer, pp.183-217, 2013, 978-3-642-37879-9. ⟨10.1007/978-3-642-37880-5_9⟩

Chapitre d'ouvrage hal-00856835v1

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

Chapitre d'ouvrage hal-00466980v1

Iterative Algorithms

Vicente Zarzoso , Hyvärinen Aapo

Pierre Comon, Christian Jutten. Handbook of Blind Source Separation, Independent Component Analysis and Applications, Academic Press, pp.179-225, 2010

Chapitre d'ouvrage hal-00848622v1

Semi-Blind Methods for Communications

Vicente Zarzoso , Pierre Comon , Dirk Slock

Pierre Comon, Christian Jutten. Handbook of Blind Source Separation, Independent Component Analysis and Applications, Academic Press, pp.593-638, 2010

Chapitre d'ouvrage hal-00848636v1

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

Chapitre d'ouvrage hal-00848800v1

Signal extraction in multisensor biomedical recordings

Vicente Zarzoso , Ronald Phlypo , Olivier Meste , Pierre Comon

Advances in Biomedical Engineering, Elsevier B. V., pp.95-143, 2009

Chapitre d'ouvrage hal-00357253v1
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High-density mapping of the average complex interval helps localizing atrial fibrillation drivers and predicts catheter ablation outcomes

Fabien Squara , Didier Scarlatti , Sok-Sithikun Bun , Pamela Moceri , Emile Ferrari et al.

Frontiers in Cardiovascular Medicine, 2023, 10, pp.1145894. ⟨10.3389/fcvm.2023.1145894⟩

Article dans une revue hal-04209186v1
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Blind Source Separation in Persistent Atrial Fibrillation Electrocardiograms Using Block-Term Tensor Decomposition with Löwner Constraints

Pedro Marinho R. de Oliveira , José Henrique de M Goulart , Carlos Alexandre Rolim Fernandes , Vicente Zarzoso

IEEE Journal of Biomedical and Health Informatics, 2022, 26 (4), pp.1538 - 1548. ⟨10.1109/JBHI.2021.3108699⟩

Article dans une revue hal-03326486v1
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Fibrillatory wave amplitude evolution during persistent atrial fibrillation ablation: implications for atrial substrate and fibrillation complexity assessment

Fabien Squara , Didier Scarlatti , Sok-Sithikun Bun , Pamela Moceri , Emile Ferrari et al.

Journal of Clinical Medicine, 2022, 11 (15), pp.4519. ⟨10.3390/jcm11154519⟩

Article dans une revue hal-03784156v1

L1-norm unsupervised Fukunaga-Koontz transform

José Luís Camargo , Rubén Martín-Clemente , Susana Hornillo-Mellado , Vicente Zarzoso

Signal Processing, 2021, 182

Article dans une revue hal-03151487v1
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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

Biomedical Signal Processing and Control, In press, ⟨10.1016/j.bspc.2021.103269⟩

Article dans une revue hal-03373043v1

LDA via L1-PCA of Whitened Data

Rubén Martín-Clemente , Vicente Zarzoso

IEEE Transactions on Signal Processing, 2020, 68, pp.225-240. ⟨10.1109/TSP.2019.2955860⟩

Article dans une revue hal-02486881v1
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Alternating group lasso for block-term tensor decomposition with application to ECG source separation

José Henrique de Morais Goulart , Pedro Marinho R. de Oliveira , Rodrigo Cabral Farias , Vicente Zarzoso , Pierre Comon

IEEE Transactions on Signal Processing, 2020, 68, pp.2682-2696. ⟨10.1109/TSP.2020.2985591⟩

Article dans une revue hal-01899469v3

Association between circadian Holter ECG changes and sudden cardiac death in patients with Chagas heart disease

Alex Chaves Alberto , Roberto Coury Pedrosa , Vicente Zarzoso , Jurandir Nadal

Physiological Measurement, 2020, ⟨10.1088/1361-6579/ab6ebc⟩

Article dans une revue hal-02487034v1
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Cramér-Rao Bounds for Complex-Valued Independent Component Extraction: Determined and Piecewise Determined Mixing Models

Václav Kautský , Zbyněk Koldovský , Petr Tichavský , Vicente Zarzoso

IEEE Transactions on Signal Processing, 2020, 68, pp.5230-5243. ⟨10.1109/TSP.2020.3022827⟩

Article dans une revue hal-03563610v1

Unsupervised Common Spatial Patterns

Rubén Martín-Clemente , Javier Olias , Sergio Cruces , Vicente Zarzoso

IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2019, 27 (10), pp.2135-2144. ⟨10.1109/TNSRE.2019.2936411⟩

Article dans une revue hal-02486801v1
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Block Term Decomposition of ECG Recordings for Atrial Fibrillation Analysis: Temporal and Inter-Patient Variability

Pedro Marinho R. de Oliveira , Vicente Zarzoso

Journal of Communication and Information Systems, 2019, 34 (1), pp.111-119. ⟨10.14209/jcis.2019.12⟩

Article dans une revue hal-02074552v2

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⟩

Article dans une revue 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⟩

Article dans une revue hal-01587394v1

Spectral and spatiotemporal variability ECG parameters linked to catheter ablation outcome in persistent atrial fibrillation

Antonio R. Hidalgo-Muñoz , Decebal Gabriel Latcu , Marianna Meo , Olivier Meste , Irina Popescu et al.

Computers in Biology and Medicine, 2017, 88, pp.126-131. ⟨10.1016/j.compbiomed.2017.07.004⟩

Article dans une revue hal-01587371v1
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Fusion methods for biosignal analysis: theory and applications

Addisson Salazar , Vicente Zarzoso , Manuel Rosa-Zurera , Luis Vergara

Computational Intelligence and Neuroscience, 2017, Fusion Methods for Biosignal Analysis: Theory and Applications, 2017

Article dans une revue hal-02003997v1

On the Link Between L1-PCA and ICA

Rubén Martín-Clemente , Vicente Zarzoso

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017, ⟨10.1109/TPAMI.2016.2557797⟩

Article dans une revue hal-01302690v1

Noninvasive Prediction of Catheter Ablation Outcome in Persistent Atrial Fibrillation by Fibrillatory Wave Amplitude Computation in Multiple ECG Leads

Vicente Zarzoso , Decebal Gabriel Latcu , Antonio Hidalgo-Muñoz , Marianna Meo , Olivier Meste et al.

Archives of cardiovascular diseases, 2016, ⟨10.1016/j.acvd.2016.03.002⟩

Article dans une revue hal-01302694v1

Detection of Channel Variations to Improve Channel Estimation Methods

Adriana Dapena , José A. García-Naya , Paula M. Castro , Vicente Zarzoso

Circuits, Systems, and Signal Processing, 2014, 33 (8), pp.2605-2623

Article dans une revue hal-01315667v1
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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

IEEE Transactions on Biomedical Engineering, 2013, 60 (1), pp.20-27. ⟨10.1109/TBME.2012.2220639⟩

Article dans une revue hal-00862201v1

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

Marianna Meo , Vicente Zarzoso , Olivier Meste , Decebal Gabriel Latcu , Nadir Saoudi

Biomedical Signal Processing and Control, 2013, 8 (6), pp.958-968. ⟨10.1016/j.bspc.2013.02.002⟩

Article dans une revue istex hal-00806555v1
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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

Article dans une revue hal-00848550v1

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⟩

Article dans une revue istex hal-00658459v1
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Robust Independent Component Analysis by Iterative Maximization of the Kurtosis Contrast with Algebraic Optimal Step Size

Vicente Zarzoso , Pierre Comon

IEEE Transactions on Neural Networks, 2010, 21 (2), pp.248-261

Article dans une revue hal-00457300v1

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

Article dans une revue hal-00543142v1

Blind Channel Estimation Based on Maximizing the Eigenvalue Spread of Cumulant Matrices in (2x1) Alamouti's Coding Schemes

Adriana Dapena , Héctor Pérez-Iglesias , Vicente Zarzoso

Wireless Communications and Mobile Computing, 2010, ⟨10.1002/wcm.992⟩

Article dans une revue istex hal-00543055v1

A Contrast Function for Independent Component Analysis Without Permutation Ambiguity

Vicente Zarzoso , Pierre Comon , Ronald Phlypo

IEEE Transactions on Neural Networks, 2010, 21 (5), pp.863-868

Article dans une revue hal-00543058v1

Noninvasive Assessment of the Complexity and Stationarity of the Atrial Wavefront Patterns During Atrial Fibrillation

Pietro Bonizzi , Maria S. Guillem , Andreu M. Climent , José Millet , Vicente Zarzoso et al.

IEEE Transactions on Biomedical Engineering, 2010, 57 (9), pp.2147-2157

Article dans une revue hal-00543057v1

Source Extraction by Maximizing the Variance in the Conditional Distribution Tails

Ronald Phlypo , Vicente Zarzoso , Ignace Lemahieu

IEEE Transactions on Signal Processing, 2010, 58 (1), pp.305-316

Article dans une revue hal-00543143v1

Blind Channel Identification in Alamouti Coded Systems: A Comparative Study of Eigendecomposition Methods in Indoor Transmissions at 2.4 GHz

Héctor Pérez-Iglesias , José A. García-Naya , Adriana Dapena , Luis Castedo , Vicente Zarzoso

European Transactions on Telecommunications, 2008, 19 (7), pp.751-759

Article dans une revue hal-00543145v1
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Optimal Step-Size Constant Modulus Algorithm

Vicente Zarzoso , Pierre Comon

IEEE Transactions on Communications, 2008, 56 (1), pp.10-13. ⟨10.1109/TCOMM.2008.050484⟩

Article dans une revue hal-00327594v1

A Contrast for Independent Component Analysis with Priors on Source Kurtosis Signs

Vicente Zarzoso , Ronald Phlypo , Pierre Comon

IEEE Signal Processing Letters, 2008, 15, pp.501-504. ⟨10.1109/LSP.2008.919845⟩

Article dans une revue hal-00342353v1

Second-Order Criterion for Blind Source Extraction

Vicente Zarzoso

Electronics Letters, 2008, 44 (22), pp.1327-1328

Article dans une revue hal-00543144v1

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

Article dans une revue hal-00543146v1

Spatiotemporal Blind Source Separation Approach to Atrial Activity Estimation in Atrial Tachyarrhythmias

Francisco Castells , José J. Rieta , José Millet , Vicente Zarzoso

IEEE Transactions on Biomedical Engineering, 2005, 52 (2), pp.258-267

Article dans une revue hal-00543149v1

Blind and Semi-Blind Equalization Based on the Constant Power Criterion

Vicente Zarzoso , Pierre Comon

IEEE Transactions on Signal Processing, 2005, 53 (11), pp.4363-4375

Article dans une revue hal-00543147v1

Generation of realistic synthetic electrograms for atrial fibrillation analysis

Rafael Costa de Almeida , Douglas Almonfrey , Fabien Squara , Vicente Zarzoso

Computing in Cardiology, Sep 2025, São Paulo, Brazil

Communication dans un congrès hal-05288080v1

A digital twin framework with synthetic ablation and electrogram classification for ablation guidance

Rafael Costa de Almeida , Douglas Almonfrey , Fabricio Sarmento Vassallo , Vicente Zarzoso

Computing in Cardiology, Sep 2025, São Paulo, Brazil

Communication dans un congrès hal-05289753v1

Classification of persistent atrial fibrillation targets using machine learning on multipolar electrograms

Rafael Costa de Almeida , Douglas Almonfrey , Fabien Squara , Vicente Zarzoso

Computing in Cardiology, Sep 2025, São Paulo, Brazil

Communication dans un congrès hal-05288084v1
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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-04720333v1
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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-04735249v1
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Décomposition tensorielle en termes blocs contrainte pour la mesure non invasive de la complexité de la fibrillation atriale persistante

Vicente Zarzoso , Lucas Abdalah , Pedro Marinho R. de Oliveira

29ième Colloque GRETSI, Aug 2023, Grenoble, France

Communication dans un congrès hal-05488816v1
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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-04506148v1
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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-04533656v1

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-03840336v1
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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⟩

Communication dans un congrès hal-03151529v1
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Low-Rank Hankel Signal Model: Numerical Results

Lucas Abdalah , Pedro Marinho Ramos De Oliveira , Walter da Cruz Freitas Jr. , Vicente Zarzoso

XXXIX Simpósio Brasileiro de Telecomunicações e Processamento de Sinais, 2021, Fortaleza, Brazil. ⟨10.14209/sbrt.2021.1570727304⟩

Communication dans un congrès hal-05488965v1
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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

EUSIPCO-2020, 28th European Signal Processing Conference, Jan 2021, Amsterdam, Netherlands. ⟨10.23919/Eusipco47968.2020.9287681⟩

Communication dans un congrès hal-02756806v2
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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-03152833v1
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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-03105200v1
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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

Communication dans un congrès hal-02871770v1
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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⟩

Communication dans un congrès hal-03105195v1
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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⟩

Communication dans un congrès hal-03152856v1
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Compressed sensing for the extraction of atrial fibrillation patterns from surface electrocardiograms

Amina Ghrissi , Vicente Zarzoso

EUSIPCO-2019, 27th European Signal Processing Conference, Sep 2019, A Coruna, Spain. ⟨10.23919/EUSIPCO.2019.8902596⟩

Communication dans un congrès hal-02486993v1
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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-02271029v1

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-03548141v1
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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-02301040v1
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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-02003722v1
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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-01949822v1
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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⟩

Communication dans un congrès hal-01949848v1
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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⟩

Communication dans un congrès hal-01949877v1
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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

Communication dans un congrès hal-01719133v1
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ECG-Based Predictors of Sudden Cardiac Death in Chagas' Disease

Alex Chaves Alberto , Gabriel Azevedo Limeira , Roberto Coury Pedrosa , Vicente Zarzoso , Jurandir Nadal

Computing in Cardiology, Sep 2017, Rennes, France. ⟨10.22489/cinc.2017.087-324⟩

Communication dans un congrès hal-02002732v1
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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-01719134v1

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-03634724v1

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-01330512v1
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Empirical Mode Decomposition for Noninvasive Atrial Fibrillation Dominant Frequency Estimation

Antonio Hidalgo-Muñoz , Ana Maria Tome , Vicente Zarzoso

23rd European Signal Processing Conference (EUSIPCO-2015), Aug 2015, Nice, France. pp.2581-2585, ⟨10.1109/EUSIPCO.2015.7362851⟩

Communication dans un congrès hal-01302680v1
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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⟩

Communication dans un congrès hal-01302663v1
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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⟩

Communication dans un congrès hal-01302628v1
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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.

23rd European Signal Processing Conference (EUSIPCO-2015), Aug 2015, Nice, France. pp.2576-2580, ⟨10.1109/EUSIPCO.2015.7362850⟩

Communication dans un congrès hal-01302686v1
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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-01217233v1
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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-01302671v1

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-01302935v1

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-01079412v1

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-00848856v1

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-00848848v1

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-00848851v1

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-00943572v1

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-00938267v1

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-00848837v1

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-00655798v1

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-00848842v1

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-00848845v1

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-00724389v1

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-00724392v1

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-00848834v1

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-00724391v1

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-00635740v1

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-00655786v1

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-00655788v1

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-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

Communication dans un congrès hal-00664177v1

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-00848819v1

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-00543715v1

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-00422948v1

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-00435947v1

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-00357127v1

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-00340642v1
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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-00339616v1

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-00356256v1

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-00357130v1

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-00357124v1