Vicente Zarzoso

106

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Présentation

Publications

	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

	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 Frontiers in Cardiovascular Medicine, 2023, 10, pp.1145894. ⟨10.3389/fcvm.2023.1145894⟩ Article dans une revue hal-04209186v1
	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
	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 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
	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, inPress, ⟨10.1016/j.bspc.2021.103269⟩ Article dans une revue hal-03373043v1
	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
	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
	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
	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
	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
	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
	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 Computers in Biology and Medicine, 2017, 88, pp.126-131. ⟨10.1016/j.compbiomed.2017.07.004⟩ Article dans une revue hal-01587371v1
	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
	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
	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
	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 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
	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 hal-00806555v1
	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
	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 hal-00658459v1
	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
	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
	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
	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
	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 IEEE Transactions on Biomedical Engineering, 2010, 57 (9), pp.2147-2157 Article dans une revue hal-00543057v1
	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 hal-00543055v1
	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
	Second-Order Criterion for Blind Source Extraction Vicente Zarzoso Electronics Letters, 2008, 44 (22), pp.1327-1328 Article dans une revue hal-00543144v1
	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
	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
	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

	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 / USA, United States Communication dans un congrès hal-04506148v1
	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
	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
	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
	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
	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
	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 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society, IEEE, Jul 2020, Montreal, Canada Communication dans un congrès hal-02871770v1
	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
	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
	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
	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
	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
	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
	Multidimensional CX Decomposition of Tensors Maria Kallynna Bezerra Couras , Pablo de Pinho , Gérard Favier , Joao Paulo da Costa , André L.F. de Almeida Workshop on Communication Networks and Power Systems (WCNPS), 2019, Brasilia, Brazil Communication dans un congrès hal-03548141v1
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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
	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 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
	F-wave Amplitude Stability on Multiple Electrocardiogram Leads in Atrial Fibrillation Marianna Meo , Antonio Hidalgo-Muñoz , Vicente Zarzoso , Olivier Meste , Gabriel Decebal Latcu Computing in Cardiology, Sep 2015, Nice, France Communication dans un congrès hal-01217233v1
	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 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
	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 European Heart Rhythm Association EUROPACE Congress, Jun 2013, Athens, Greece Communication dans un congrès hal-00848848v1
	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
	Point Process Modeling of R-R Interval Dynamics during Atrial Fibrillation Marianna Meo , Vicente Zarzoso , Olivier Meste , Decebal Gabriel Latcu , Nadir Saoudi 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
	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
	Persistent Atrial Fibrillation Dominant Frequency on Standard ECG Predicts Catheter Ablation Outcome Michele Garibaldi , Vicente Zarzoso , Decebal Gabriel Latcu , Marianna Meo , Olivier Meste CARDIOSTIM, 2012, Nice, France Communication dans un congrès hal-00724391v1
	ECG Spatiotemporal Complexity Predicts Catheter Ablation Outcome of Persistent Afib Marianna Meo , Decebal Gabriel Latcu , Vicente Zarzoso , Olivier Meste , Michele Garibaldi Cardiostim-2012, 18th World Congress in Cardiac Electrophysiology & Cardiac Techniques, Jun 2012, Nice, France Communication dans un congrès hal-00848834v1
	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
	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 European Society of Cardiology Congress, 2012, Munich, Germany Communication dans un congrès hal-00724389v1
	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
	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
	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
	ECG Spatiotemporal Complexity Predicts Catheter Ablation Outcome in Persistent Afib Marianna Meo , Decebal Gabriel Latcu , Vicente Zarzoso , Olivier Meste , Michele Garibaldi CARDIOSTIM, 2012, Nice, France Communication dans un congrès hal-00724392v1
	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 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
	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
	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
	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 Cardiac Electrophysiology & Cardiac Techniques, (CARDIOSTIM'10), 2010, France. 1 page Communication dans un congrès hal-00664177v1
	Atrial fibrillation disorganization is reduced by catheter ablation: A standard ECG study. Pietro Bonizzi , Olivier Meste , Vicente Zarzoso , Decebal Gabriel Latcu , Irina Popescu 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
	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
	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
	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 Computers in Cardiology, Sep 2009, Park City, UTAH, France. pp.41-44 Communication dans un congrès hal-00422948v1
	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
	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
	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
	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
	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

	Non-invasive prediction of catheter ablation outcome in persistent atrial fibrillation: exploiting the spatial variability of the f-wave amplitude in the surface ECG Marianna Meo , Vicente Zarzoso , Olivier Meste , Decebal Gabriel Latcu , Nadir Saoudi 8th IEEE EMBS International Summer School on Biomedical Signal Processing, Jun 2011, Siena, Italy Poster de conférence hal-01362522v1

	Special Issue on Latent Variable Analysis and Signal Separation Vincent Vigneron , Vicente Zarzoso , Rémi Gribonval , Emmanuel Vincent 92, 2012, Signal Processing Ouvrages hal-01362533v1
	LNCS 6365 - Proceedings of the 9th International Conference on Latent Variable Analysis and Signal Separation Vincent Vigneron , Vicente Zarzoso , Eric Moreau , Rémi Gribonval , Emmanuel Vincent Springer, pp.656, 2010, ⟨10.1007/978-3-642-15995-4⟩ Ouvrages inria-00544145v1

	Multidimensional Characterization of Fibrillatory Wave Amplitude on Surface ECG to Describe Catheter Ablation Impact on Persistent Atrial Fibrillation Marianna Meo , Vicente Zarzoso , Olivier Meste , Decebal Gabriel Latcu , Nadir Saoudi 2012 Pré-publication, Document de travail hal-00718295v1

	Blind and semi-blind signal processing for telecommunications and biomedical engineering Vicente Zarzoso Signal and Image processing. Université Nice Sophia Antipolis, 2009 HDR tel-00486872v1

Vicente Zarzoso

Présentation

Publications

Noninvasive Cardiac Signal Analysis Using Data Decomposition Techniques

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

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

Iterative Algorithms

Semi-Blind Methods for Communications

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

Signal extraction in multisensor biomedical recordings

High-density mapping of the average complex interval helps localizing atrial fibrillation drivers and predicts catheter ablation outcomes

Blind Source Separation in Persistent Atrial Fibrillation Electrocardiograms Using Block-Term Tensor Decomposition with Löwner Constraints

Fibrillatory wave amplitude evolution during persistent atrial fibrillation ablation: implications for atrial substrate and fibrillation complexity assessment

L1-norm unsupervised Fukunaga-Koontz transform

Identification of Spatiotemporal Dispersion Electrograms in Atrial Fibrillation Ablation Using Machine Learning: A Comparative Study

Cramér-Rao Bounds for Complex-Valued Independent Component Extraction: Determined and Piecewise Determined Mixing Models

Alternating group lasso for block-term tensor decomposition with application to ECG source separation

LDA via L1-PCA of Whitened Data

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

Unsupervised Common Spatial Patterns

Block Term Decomposition of ECG Recordings for Atrial Fibrillation Analysis: Temporal and Inter-Patient Variability

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

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

On the Link Between L1-PCA and ICA

Fusion methods for biosignal analysis: theory and applications

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

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

Detection of Channel Variations to Improve Channel Estimation Methods

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

Spatial variability of the 12-lead surface ECG as a tool for noninvasive prediction of catheter ablation outcome in persistent atrial fibrillation

Latent variable analysis and signal separation

Independent Component Analysis Based on First-Order Statistics

Robust Independent Component Analysis by Iterative Maximization of the Kurtosis Contrast with Algebraic Optimal Step Size

A Contrast Function for Independent Component Analysis Without Permutation Ambiguity

Source Extraction by Maximizing the Variance in the Conditional Distribution Tails

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

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

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

Second-Order Criterion for Blind Source Extraction

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

Optimal Step-Size Constant Modulus Algorithm

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

Optimal Pairwise Fourth-Order Independent Component Analysis

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

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

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

Tensor decomposition of ECG records for persistent atrial fibrillation analysis

Unsupervised and computationally lightweight spectrum sensing in IoT devices

Coupled Tensor Model of Atrial Fibrillation ECG

Identification of Spatiotemporal Dispersion Electrograms in Persistent Atrial Fibrillation Ablation Using Maximal Voltage Absolute Values

Detection of Cardiac Arrhythmias From Varied Length Multichannel Electrocardiogram Recordings Using Deep Convolutional Neural Networks

Data Augmentation for Automatic Identification of Spatiotemporal Dispersion Electrograms in Persistent Atrial Fibrillation Ablation Using Machine Learning

Automated atrial fibrillation source detection using shallow convolutional neural networks

Identification of Ablation Sites in Persistent Atrial Fibrillation Based on Spatiotemporal Dispersion of Electrograms Using Machine Learning

Tensor-based noninvasive atrial fibrillation complexity index for catheter ablation

Source Classification in Atrial Fibrillation Using a Machine Learning Approach

Löwner-Based Tensor Decomposition for Blind Source Separation in Atrial Fibrillation ECGs

Compressed sensing for the extraction of atrial fibrillation patterns from surface electrocardiograms

Multidimensional CX Decomposition of Tensors

Source Analysis and Selection Using Block Term Decomposition in Atrial Fibrillation

Unsupervised Classification of Array Data Based on the L1-Norm

Temporal Stability of Block Term Decomposition in Noninvasive Atrial Fibrillation Analysis

Block Term Decomposition Analysis in Long Segments of Atrial Fibrillation ECGs

Parameter estimation in block term decomposition for noninvasive atrial fibrillation analysis

ECG-Based Predictors of Sudden Cardiac Death in Chagas' Disease

L1-PCA signal subspace identification for non-sphered data under the ICA model

Desenvolvimento de monitor respiratório utilizando múltiplos acelerômetros

Enhanced Block Term Decomposition for Atrial Activity Extraction in Atrial Fibrillation ECG

Atrial Signal Extraction in Atrial Fibrillation Electrocardiograms Using a Tensor Decomposition Approach

Empirical Mode Decomposition for Noninvasive Atrial Fibrillation Dominant Frequency Estimation

Empirical Mode Decomposition of Multiple ECG Leads for Catheter Ablation Long-Term Outcome Prediction in Persistent Atrial Fibrillation

Parameter Estimation of a Mathematical Model Describing the Cardiovascular-Respiratory Interaction

A Tensor Decomposition Approach to Noninvasive Atrial Activity Extraction in Atrial Fibrillation ECG

F-wave Amplitude Stability on Multiple Electrocardiogram Leads in Atrial Fibrillation

Predicting Catheter Ablation Outcome in Persistent Atrial Fibrillation via Multivariate Analyses of ECG Fibrillatory Wave Amplitude

Joint Entropy for Spatial Information Retrieval from Orthogonal Heart Planes Improves Catheter Ablation Outcome Prediction in Persistent Atrial Fibrillation

Automatic Multilead Characterization of F-wave Amplitude Enhances Prediction of Catheter Ablation Outcome in Persistent Atrial Fibrillation

Noninvasive Prediction of Catheter Ablation Acute Outcome in Persistent Atrial Fibrillation Based on Logistic Regression of ECG Fibrillatory Wave Amplitude and Spatio-temporal Variability

Point Process Modeling of R-R Interval Dynamics during Atrial Fibrillation

Low-rank Signal Approximations with Reduced Error Dispersion