Prof. Vicente Zarzoso's Publications

Vicente Zarzoso, Olivier Meste, Pierre Comon, Decebal Gabriel Latcu, Nadir Saoudi. Noninvasive Cardiac Signal Analysis Using Data Decomposition Techniques. 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⟩. ⟨hal-00739088⟩

Marc Castella, Eric Moreau, Vicente Zarzoso. A survey of kurtosis optimization schemes for MISO source separation and equalization. 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⟩. ⟨hal-00856835⟩

Ronald Phlypo, Pietro Bonizzi, Olivier Meste, Vicente Zarzoso. Using spatial diversity in the estimation of atrial fibrillatory activity from the electrocardiogram. Górriz, J. M. and Lang, E. W. and Ramírez, J. Recent Advances in Biomedical Signal Processing, Bentham, pp.191-215, 2011. ⟨hal-00466980⟩

Vicente Zarzoso, Hyvärinen Aapo. Iterative Algorithms. Pierre Comon, Christian Jutten. Handbook of Blind Source Separation, Independent Component Analysis and Applications, Academic Press, pp.179-225, 2010. ⟨hal-00848622⟩

Vicente Zarzoso, Pierre Comon, Dirk Slock. Semi-Blind Methods for Communications. Pierre Comon, Christian Jutten. Handbook of Blind Source Separation, Independent Component Analysis and Applications, Academic Press, pp.593-638, 2010. ⟨hal-00848636⟩

Vicente Zarzoso. Extraction of ECG Characteristics Using Source Separation Techniques: Exploiting Statistical Independence and Beyond. Amine Naït-Ali. Advanced Biosignal Processing, Springer Verlag, pp.15-48, 2009. ⟨hal-00848800⟩

Vicente Zarzoso, Ronald Phlypo, Olivier Meste, Pierre Comon. Signal extraction in multisensor biomedical recordings. Advances in Biomedical Engineering, Elsevier B. V., pp.95-143, 2009. ⟨hal-00357253⟩

José Luís Camargo, Rubén Martín-Clemente, Susana Hornillo-Mellado, Vicente Zarzoso. L1-norm unsupervised Fukunaga-Koontz transform. Signal Processing, Elsevier, 2021, 182. ⟨hal-03151487⟩

Amina Ghrissi, Douglas Almonfrey, Fabien Squara, Johan Montagnat, Vicente Zarzoso. Identification of Spatiotemporal Dispersion Electrograms in Atrial Fibrillation Ablation Using Machine Learning: A Comparative Study. Biomedical Signal Processing and Control, Elsevier, In press, ⟨10.1016/j.bspc.2021.103269⟩. ⟨hal-03373043⟩

Pedro Marinho R. de Oliveira, José Henrique de M Goulart, Carlos Alexandre Rolim Fernandes, Vicente Zarzoso. Blind Source Separation in Persistent Atrial Fibrillation Electrocardiograms Using Block-Term Tensor Decomposition with Löwner Constraints. IEEE Journal of Biomedical and Health Informatics, Institute of Electrical and Electronics Engineers, In press, ⟨10.1109/JBHI.2021.3108699⟩. ⟨hal-03326486⟩

Rubén Martín-Clemente, Vicente Zarzoso. LDA via L1-PCA of Whitened Data. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2020, 68, pp.225-240. ⟨10.1109/TSP.2019.2955860⟩. ⟨hal-02486881⟩

Alex Chaves Alberto, Roberto Coury Pedrosa, Vicente Zarzoso, Jurandir Nadal. Association between circadian Holter ECG changes and sudden cardiac death in patients with Chagas heart disease. Physiological Measurement, IOP Publishing, 2020, ⟨10.1088/1361-6579/ab6ebc⟩. ⟨hal-02487034⟩

José Henrique de Morais Goulart, Pedro Marinho R. de Oliveira, Rodrigo Cabral Farias, Vicente Zarzoso, Pierre Comon. Alternating group lasso for block-term tensor decomposition with application to ECG source separation. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2020, 68, pp.2682-2696. ⟨10.1109/TSP.2020.2985591⟩. ⟨hal-01899469v3⟩

Václav Kautský, Zbyněk Koldovský, Petr Tichavský, Vicente Zarzoso. Cramér-Rao Bounds for Complex-Valued Independent Component Extraction: Determined and Piecewise Determined Mixing Models. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2020, 68, pp.5230-5243. ⟨10.1109/TSP.2020.3022827⟩. ⟨hal-03563610⟩

Pedro Marinho R. de Oliveira, Vicente Zarzoso. Block Term Decomposition of ECG Recordings for Atrial Fibrillation Analysis: Temporal and Inter-Patient Variability. Journal of Communication and Information Systems, Brazilian Telecommunications Society (SBrT), 2019, 34 (1), pp.111-119. ⟨10.14209/jcis.2019.12⟩. ⟨hal-02074552v2⟩

Rubén Martín-Clemente, Javier Olias, Sergio Cruces, Vicente Zarzoso. Unsupervised Common Spatial Patterns. IEEE Transactions on Neural Systems and Rehabilitation Engineering, IEEE Institute of Electrical and Electronics Engineers, 2019, 27 (10), pp.2135-2144. ⟨10.1109/TNSRE.2019.2936411⟩. ⟨hal-02486801⟩

Ailton Luiz Dias Siqueira Junior, Amanda Franco Spirandeli, Raimes Moraes, Vicente Zarzoso. Respiratory Waveform Estimation from Multiple Accelerometers: An Optimal Sensor Number and Placement Analysis. IEEE Journal of Biomedical and Health Informatics, Institute of Electrical and Electronics Engineers, 2018, ⟨10.1109/JBHI.2018.2867727⟩. ⟨hal-01931739⟩

Rubén Martín-Clemente, Vicente Zarzoso. On the Link Between L1-PCA and ICA. IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, 2017, ⟨10.1109/TPAMI.2016.2557797⟩. ⟨hal-01302690⟩

Antonio R. Hidalgo-Muñoz, Decebal Gabriel Latcu, Marianna Meo, Olivier Meste, Irina Popescu, et al.. Spectral and spatiotemporal variability ECG parameters linked to catheter ablation outcome in persistent atrial fibrillation. Computers in Biology and Medicine, Elsevier, 2017, 88, pp.126-131. ⟨10.1016/j.compbiomed.2017.07.004⟩. ⟨hal-01587371⟩

Addisson Salazar, Vicente Zarzoso, Manuel Rosa-Zurera, Luis Vergara. Fusion methods for biosignal analysis: theory and applications. Computational Intelligence and Neuroscience, Hindawi Publishing Corporation, 2017, Fusion Methods for Biosignal Analysis: Theory and Applications, 2017. ⟨hal-02003997⟩

Layli Goldoozian, Edmond Zahedi, Vicente Zarzoso. Time-varying assessment of heart rate variability parameters using respiratory information. Computers in Biology and Medicine, Elsevier, 2017, pp.355-367. ⟨10.1016/j.compbiomed.2017.07.022⟩. ⟨hal-01587394⟩

Vicente Zarzoso, Decebal Gabriel Latcu, Antonio Hidalgo-Muñoz, Marianna Meo, Olivier Meste, et al.. Noninvasive Prediction of Catheter Ablation Outcome in Persistent Atrial Fibrillation by Fibrillatory Wave Amplitude Computation in Multiple ECG Leads. Archives of cardiovascular diseases, Elsevier/French Society of Cardiology, 2016, ⟨10.1016/j.acvd.2016.03.002⟩. ⟨hal-01302694⟩

Adriana Dapena, José García-Naya, Paula Castro, Vicente Zarzoso. Detection of Channel Variations to Improve Channel Estimation Methods. Circuits, Systems, and Signal Processing, Springer Verlag, 2014, 33 (8), pp.2605-2623. ⟨hal-01315667⟩

Marianna Meo, Vicente Zarzoso, Olivier Meste, Decebal Gabriel Latcu, Nadir Saoudi. Spatial variability of the 12-lead surface ECG as a tool for noninvasive prediction of catheter ablation outcome in persistent atrial fibrillation. IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2013, 60 (1), pp.20-27. ⟨10.1109/TBME.2012.2220639⟩. ⟨hal-00862201⟩

Marianna Meo, Vicente Zarzoso, Olivier Meste, Decebal Gabriel Latcu, Nadir Saoudi. Catheter ablation outcome prediction in persistent atrial fibrillation using weighted principal component analysis. Biomedical Signal Processing and Control, Elsevier, 2013, 8 (6), pp.958-968. ⟨10.1016/j.bspc.2013.02.002⟩. ⟨hal-00806555⟩

Vicente Zarzoso, Rubén Martín-Clemente, Susana Hornillo-Mellado. Independent Component Analysis Based on First-Order Statistics. Signal Processing, Elsevier, 2012, 92 (8), pp.1779-1784. ⟨hal-00848550⟩

Vincent Vigneron, Vicente Zarzoso, Rémi Gribonval, Emmanuel Vincent. Latent variable analysis and signal separation. Signal Processing, Elsevier, 2012, 92, pp.1765-1766. ⟨10.1016/j.sigpro.2012.01.001⟩. ⟨hal-00658459⟩

Adriana Dapena, Héctor Pérez-Iglesias, Vicente Zarzoso. Blind Channel Estimation Based on Maximizing the Eigenvalue Spread of Cumulant Matrices in (2x1) Alamouti's Coding Schemes. Wireless Communications and Mobile Computing, Hindawi Publishing Corporation, 2010, ⟨10.1002/wcm.992⟩. ⟨hal-00543055⟩

Pietro Bonizzi, Maria Guillem, Andreu Climent, José Millet, Vicente Zarzoso, et al.. Noninvasive Assessment of the Complexity and Stationarity of the Atrial Wavefront Patterns During Atrial Fibrillation. IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2010, 57 (9), pp.2147-2157. ⟨hal-00543057⟩

Ronald Phlypo, Vicente Zarzoso, Ignace Lemahieu. Source Extraction by Maximizing the Variance in the Conditional Distribution Tails. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2010, 58 (1), pp.305-316. ⟨hal-00543143⟩

Vicente Zarzoso, Pierre Comon, Ronald Phlypo. A Contrast Function for Independent Component Analysis Without Permutation Ambiguity. IEEE Transactions on Neural Networks, Institute of Electrical and Electronics Engineers, 2010, 21 (5), pp.863-868. ⟨hal-00543058⟩

Vicente Zarzoso, Pierre Comon. Robust Independent Component Analysis by Iterative Maximization of the Kurtosis Contrast with Algebraic Optimal Step Size. IEEE Transactions on Neural Networks, Institute of Electrical and Electronics Engineers, 2010, 21 (2), pp.248-261. ⟨hal-00457300⟩

Ronald Phlypo, Vicente Zarzoso, Ignace Lemahieu. Atrial Activity Estimation from Atrial Fibrillation ECGs by Blind Source Extraction Based on a Conditional Maximum Likelihood Approach. Medical and Biological Engineering and Computing, Springer Verlag, 2010, 48 (5), pp.483-488. ⟨hal-00543142⟩

Vicente Zarzoso, Pierre Comon. Optimal Step-Size Constant Modulus Algorithm. IEEE Transactions on Communications, Institute of Electrical and Electronics Engineers, 2008, 56 (1), pp.10-13. ⟨10.1109/TCOMM.2008.050484⟩. ⟨hal-00327594⟩

Vicente Zarzoso. Second-Order Criterion for Blind Source Extraction. Electronics Letters, IET, 2008, 44 (22), pp.1327-1328. ⟨hal-00543144⟩

Héctor Pérez-Iglesias, José García-Naya, Adriana Dapena, Luis Castedo, Vicente Zarzoso. Blind Channel Identification in Alamouti Coded Systems: A Comparative Study of Eigendecomposition Methods in Indoor Transmissions at 2.4 GHz. European Transactions on Telecommunications, Wiley, 2008, 19 (7), pp.751-759. ⟨hal-00543145⟩

Vicente Zarzoso, Ronald Phlypo, Pierre Comon. A Contrast for Independent Component Analysis with Priors on Source Kurtosis Signs. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2008, 15, pp.501-504. ⟨10.1109/LSP.2008.919845⟩. ⟨hal-00342353⟩

Vicente Zarzoso, Juan Murillo-Fuentes, Rafael Boloix-Tortosa, Asoke Nandi. Optimal Pairwise Fourth-Order Independent Component Analysis. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2006, 54 (8), pp.3049-3063. ⟨hal-00543146⟩

Vicente Zarzoso, Pierre Comon. Blind and Semi-Blind Equalization Based on the Constant Power Criterion. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2005, 53 (11), pp.4363-4375. ⟨hal-00543147⟩

Francisco Castells, José Rieta, José Millet, Vicente Zarzoso. Spatiotemporal Blind Source Separation Approach to Atrial Activity Estimation in Atrial Tachyarrhythmias. IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2005, 52 (2), pp.258-267. ⟨hal-00543149⟩

Amina Ghrissi, Fabien Squara, Johan Montagnat, Vicente Zarzoso. Identification of Spatiotemporal Dispersion Electrograms in Persistent Atrial Fibrillation Ablation Using Maximal Voltage Absolute Values. EUSIPCO-2020, 28th European Signal Processing Conference, Jan 2021, Amsterdam, Netherlands. ⟨10.23919/Eusipco47968.2020.9287681⟩. ⟨hal-02756806v2⟩

Pedro Marinho R. de Oliveira, Vicente Zarzoso, C. Alexandre Rolim Fernandes. Coupled Tensor Model of Atrial Fibrillation ECG. EUSIPCO-2020, 28th European Signal Processing Conference, Jan 2021, Amsterdam, Netherlands. ⟨10.23919/Eusipco47968.2020.9287494⟩. ⟨hal-03151529⟩

Amina Ghrissi, Fabien Squara, Johan Montagnat, Vicente Zarzoso. Identification of Ablation Sites in Persistent Atrial Fibrillation Based on Spatiotemporal Dispersion of Electrograms Using Machine Learning. Computing in Cardiology, Sep 2020, Rimini, Italy. ⟨hal-03105200⟩

Amina Ghrissi, Douglas Almonfrey, Rafael Costa de Almeida, Fabien Squara, Johan Montagnat, et al.. Data Augmentation for Automatic Identification of Spatiotemporal Dispersion Electrograms in Persistent Atrial Fibrillation Ablation Using Machine Learning. 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society, IEEE, Jul 2020, Montreal, Canada. ⟨hal-02871770⟩

Marwen Sallem, Amina Ghrissi, Adnen Saadaoui, Vicente Zarzoso. Detection of Cardiac Arrhythmias From Varied Length Multichannel Electrocardiogram Recordings Using Deep Convolutional Neural Networks. Computing in Cardology, PhysioNet Challenge, Sep 2020, Rimini, Italy. ⟨10.22489/CinC.2020.339⟩. ⟨hal-03105195⟩

Isac Do Nascimento Lira, Pedro Marinho R. de Oliveira, Walter Freitas, Vicente Zarzoso. Automated atrial fibrillation source detection using shallow convolutional neural networks. Computing in Cardiology, Sep 2020, Rimini, Italy. ⟨10.22489/CinC.2020.385⟩. ⟨hal-03152856⟩

Lucas de Sousa Abdalah, Pedro Marinho R. de Oliveira, Walter Freitas, Vicente Zarzoso. Tensor-based noninvasive atrial fibrillation complexity index for catheter ablation. Computing in Cardiology, Sep 2020, Rimini, Italy. ⟨hal-03152833⟩

Pedro Marinho R. de Oliveira, Vicente Zarzoso. Löwner-Based Tensor Decomposition for Blind Source Separation in Atrial Fibrillation ECGs. EUSIPCO-2019, 27th European Signal Processing Conference, Sep 2019, A Coruña, Spain. ⟨hal-02271029⟩

Pedro Marinho R. de Oliveira, Vicente Zarzoso, C. Alexandre Rolim Fernandes. Source Classification in Atrial Fibrillation Using a Machine Learning Approach. Computing in Cardiology, Sep 2019, Singapore, Singapore. ⟨hal-02301040⟩

Maria Bezerra Couras, Pablo de Pinho, Gérard Favier, Joao Paulo da Costa, André L.F. de Almeida, et al.. Multidimensional CX Decomposition of Tensors. Workshop on Communication Networks and Power Systems (WCNPS), 2019, Brasilia, Brazil. ⟨hal-03548141⟩

Amina Ghrissi, Vicente Zarzoso. Compressed sensing for the extraction of atrial fibrillation patterns from surface electrocardiograms. EUSIPCO-2019, 27th European Signal Processing Conference, Sep 2019, A Coruna, Spain. ⟨10.23919/EUSIPCO.2019.8902596⟩. ⟨hal-02486993⟩

Pedro Marinho R. de Oliveira, Vicente Zarzoso. Source Analysis and Selection Using Block Term Decomposition in Atrial Fibrillation. 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⟩. ⟨hal-01949822⟩

Pedro Marinho R. de Oliveira, Vicente Zarzoso. Block Term Decomposition Analysis in Long Segments of Atrial Fibrillation ECGs. XXXVI Simpósio Brasileiro de Telecomunicações e Processamento de Sinais, Sep 2018, Campina Grande, Brazil. ⟨10.14209/sbrt.2018.182⟩. ⟨hal-01949848⟩

Rubén Martín-Clemente, Vicente Zarzoso. Unsupervised Classification of Array Data Based on the L1-Norm. 52nd Asilomar Conference on Signals, Systems and Computers, Oct 2018, Pacific Grove, CA, United States. ⟨hal-02003722⟩

Pedro Marinho R. de Oliveira, Vicente Zarzoso. Temporal Stability of Block Term Decomposition in Noninvasive Atrial Fibrillation Analysis. 52nd Asilomar Conference on Signals, Systems, and Computers, Oct 2018, Pacific Grove, United States. ⟨10.1109/ACSSC.2018.8645164⟩. ⟨hal-01949877⟩

Alex Chaves Alberto, Gabriel Azevedo Limeira, Roberto Coury Pedrosa, Vicente Zarzoso, Jurandir Nadal. ECG-Based Predictors of Sudden Cardiac Death in Chagas' Disease. Computing in Cardiology, Sep 2017, Rennes, France. ⟨10.22489/cinc.2017.087-324⟩. ⟨hal-02002732⟩

Vicente Zarzoso. Parameter estimation in block term decomposition for noninvasive atrial fibrillation analysis. Proc. CAMSAP-2017, 7th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing,, Dec 2017, Curaçao, Netherlands Antilles. ⟨hal-01719133⟩

Rubén Martín-Clemente, Vicente Zarzoso. L1-PCA signal subspace identification for non-sphered data under the ICA model. Proc. CAMSAP-2017, 7th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2017, Curaçao, Netherlands Antilles. ⟨hal-01719134⟩

Lucas Nogueira Ribeiro, André L. F. de Almeida, Vicente Zarzoso. Enhanced Block Term Decomposition for Atrial Activity Extraction in Atrial Fibrillation ECG. SAM-2016, 9th IEEE Sensor Array and Multichannel Signal Processing Workshop, Jul 2016, Rio de Janeiro, Brazil. ⟨hal-01330512⟩

Ailton Luiz Dias Siqueira Junior, Tiago Rech, Raimes Moraes, Vicente Zarzoso. Desenvolvimento de monitor respiratório utilizando múltiplos acelerômetros. CBEB-2016, XXV Congresso Brasileiro de Engenharia Biomédica, Oct 2016, Foz do Iguaçu, Brazil. ⟨hal-03634724⟩

Lucas Nogueira Ribeiro, Antonio Hidalgo-Muñoz, Vicente Zarzoso. Atrial Signal Extraction in Atrial Fibrillation Electrocardiograms Using a Tensor Decomposition Approach. 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⟩. ⟨hal-01302671⟩

Marianna Meo, Antonio Hidalgo-Muñoz, Vicente Zarzoso, Olivier Meste, Gabriel Decebal Latcu, et al.. F-wave Amplitude Stability on Multiple Electrocardiogram Leads in Atrial Fibrillation. Computing in Cardiology, Sep 2015, Nice, France. ⟨hal-01217233⟩

Antonio Hidalgo-Muñoz, Ana Maria Tome, Vicente Zarzoso. Empirical Mode Decomposition for Noninvasive Atrial Fibrillation Dominant Frequency Estimation. 23rd European Signal Processing Conference (EUSIPCO-2015), Aug 2015, Nice, France. pp.2581-2585, ⟨10.1109/EUSIPCO.2015.7362851⟩. ⟨hal-01302680⟩

Antonio Hidalgo-Muñoz, Ana Maria Tome, Decebal Gabriel Latcu, Vicente Zarzoso. Empirical Mode Decomposition of Multiple ECG Leads for Catheter Ablation Long-Term Outcome Prediction in Persistent Atrial Fibrillation. 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⟩. ⟨hal-01302663⟩

Layli Goldoozian, Antonio Hidalgo-Muñoz, Vicente Zarzoso, Edmond Zahedi. Parameter Estimation of a Mathematical Model Describing the Cardiovascular-Respiratory Interaction. Computing in Cardiology, 42nd Annual Conference, Sep 2015, Nice, France. ⟨10.1109/CIC.2015.7410986⟩. ⟨hal-01302628⟩

Lucas Nogueira Ribeiro, Antonio Hidalgo-Muñoz, Gérard Favier, João César Moura Mota, André L. F. de Almeida, et al.. A Tensor Decomposition Approach to Noninvasive Atrial Activity Extraction in Atrial Fibrillation ECG. 23rd European Signal Processing Conference (EUSIPCO-2015), Aug 2015, Nice, France. pp.2576-2580, ⟨10.1109/EUSIPCO.2015.7362850⟩. ⟨hal-01302686⟩

Marianna Meo, Vicente Zarzoso, Olivier Meste, Gabriel Decebal Latcu, Nadir Saoudi. Joint Entropy for Spatial Information Retrieval from Orthogonal Heart Planes Improves Catheter Ablation Outcome Prediction in Persistent Atrial Fibrillation. Computing in Cardiology, Sep 2014, Boston, United States. ⟨hal-01079412⟩

Antonio Hidalgo-Muñoz, Vicente Zarzoso, Marianna Meo, Olivier Meste, Gabriel Decebal Latcu, et al.. Predicting Catheter Ablation Outcome in Persistent Atrial Fibrillation via Multivariate Analyses of ECG Fibrillatory Wave Amplitude. Cardiotechnix-2014, 2nd International Congress on Cardiovascular Technologies, Oct 2014, Rome, Italy. ⟨hal-01302935⟩

Marianna Meo, Decebal Gabriel Latcu, Vicente Zarzoso, Olivier Meste, Michele Garibaldi, et al.. Automatic Multilead Characterization of F-wave Amplitude Enhances Prediction of Catheter Ablation Outcome in Persistent Atrial Fibrillation. European Heart Rhythm Association EUROPACE Congress, Jun 2013, Athens, Greece. ⟨hal-00848848⟩

Michele Garibaldi, Vicente Zarzoso. Exploiting Intracardiac and Surface Recording Modalities for Atrial Signal Extraction in Atrial Fibrillation. EMBC-2013, 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Jul 2013, Osaka, Japan. pp.6015-6018. ⟨hal-00848851⟩

Vicente Zarzoso, Marianna Meo, Olivier Meste. Low-rank Signal Approximations with Reduced Error Dispersion. 21st European Signal Processing Conference (EUSIPCO-2013), Sep 2013, Marrakech, Morocco. ⟨hal-00938267⟩

Marianna Meo, Vicente Zarzoso, Olivier Meste, Decebal Gabriel Latcu, Nadir Saoudi, et al.. Point Process Modeling of R-R Interval Dynamics during Atrial Fibrillation. Computing in Cardiology, 2013, Spain. pp.1043-1046. ⟨hal-00943572⟩

Marianna Meo, Vicente Zarzoso, Olivier Meste, Decebal Gabriel Latcu, Nadir Saoudi. Noninvasive Prediction of Catheter Ablation Acute Outcome in Persistent Atrial Fibrillation Based on Logistic Regression of ECG Fibrillatory Wave Amplitude and Spatio-temporal Variability. EMBC-2013, 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Jul 2013, Osaka, Japan. pp.5821-5824. ⟨hal-00848856⟩

Michele Garibaldi, Vicente Zarzoso. Algorithms for Atrial Signal Extraction in Atrial Fibrillation ECGs: A Comparison Based on the Correlation Between Endocardial and Surface Dominant Frequency. 7th International Workshop on Biosignal Interpretation, Jul 2012, Como, Italy. ⟨hal-00848837⟩

Marianna Meo, Decebal Gabriel Latcu, Vicente Zarzoso, Olivier Meste, Michele Garibaldi, et al.. ECG Spatiotemporal Complexity Predicts Catheter Ablation Outcome of Persistent Afib. Cardiostim-2012, 18th World Congress in Cardiac Electrophysiology & Cardiac Techniques, Jun 2012, Nice, France. ⟨hal-00848834⟩

Marianna Meo, Decebal Gabriel Latcu, Vicente Zarzoso, Olivier Meste, Michele Garibaldi, et al.. Mathematical Analysis of Atrial Spatiotemporal Complexity on Standard ECG for Catheter Ablation Outcome Prediction in Persistent Atrial Fibrillation. European Society of Cardiology Congress, 2012, Munich, Germany. ⟨hal-00724389⟩

Michele Garibaldi, Vicente Zarzoso, Decebal Gabriel Latcu, Marianna Meo, Olivier Meste, et al.. Persistent Atrial Fibrillation Dominant Frequency on Standard ECG Predicts Catheter Ablation Outcome. CARDIOSTIM, 2012, Nice, France. ⟨hal-00724391⟩

Marianna Meo, Decebal Gabriel Latcu, Vicente Zarzoso, Olivier Meste, Michele Garibaldi, et al.. ECG Spatiotemporal Complexity Predicts Catheter Ablation Outcome in Persistent Afib. CARDIOSTIM, 2012, Nice, France. ⟨hal-00724392⟩

Marianna Meo, Vicente Zarzoso, Olivier Meste, Decebal Gabriel Latcu, Nadir Saoudi. Nonnegative Matrix Factorization for Noninvasive Prediction of Catheter Ablation Outcome in Persistent Atrial Fibrillation. Annual International Conference of the IEEE Acoustics, Speech, and Signal Processing, ICASSP, 2012, Japan. pp.601-604. ⟨hal-00655798⟩

Michele Garibaldi, Vicente Zarzoso, Decebal Gabriel Latcu, Nadir Saoudi. Predicting Catheter Ablation Outcome in Persistent Atrial Fibrillation Using Atrial Dominant Frequency and Related Spectral Features. 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. ⟨hal-00848842⟩

Rubén Martín-Clemente, Vicente Zarzoso. Procedimiento simple de separación de fuentes. URSI-2012, XXVII Simposium Nacional de la Unión Científica Internacional de Radio, Sep 2012, Elche, España. ⟨hal-00848845⟩

Marianna Meo, Vicente Zarzoso, Olivier Meste, Decebal Gabriel Latcu, Nadir Saoudi. Catheter Ablation Outcome Prediction in Persistent Atrial Fibrillation Based on Spatio-Temporal Complexity Measures of the Surface ECG. Computing in Cardiology, 2011, Hangzhou, China. pp.261-265. ⟨hal-00635740⟩

Marianna Meo, Vicente Zarzoso, Olivier Meste, Decebal Gabriel Latcu, Nadir Saoudi. Non-invasive prediction of catheter ablation outcome in persistent atrial fibrillation by exploiting the spatial diversity of surface ECG. Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011, United States. pp.5531 - 4, ⟨10.1109/IEMBS.2011.6091411⟩. ⟨hal-00655786⟩

Pietro Bonizzi, Olivier Meste, Vicente Zarzoso, Ronald Westra, Joel Karel, et al.. Topographic imaging of the atrial electrical activity during atrial fibrillation for the analysis of uniform distributions of the surface electrical potentials. Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011, United States. pp.2586 - 9, ⟨10.1109/IEMBS.2011.6090714⟩. ⟨hal-00655788⟩

Pietro Bonizzi, Decebal Gabriel Latcu, Olivier Meste, Vicente Zarzoso, Irina Popescu, et al.. Catheter ablation reduces atrial fibrillation organization degree assessed on standard ECG. Cardiac Electrophysiology & Cardiac Techniques, (CARDIOSTIM'10), 2010, France. 1 page. ⟨hal-00664177⟩

Jorge Igual, Jehad Ababneh, Raúl Llinares, Julio Miró-Borrás, Vicente Zarzoso. Solving Independent Component Analysis Contrast Functions with Particle Swarm Optimization. ICANN-2010, 20th International Conference on Artificial Neural Networks, Sep 2010, Thessaloniki, Greece. pp.519-524. ⟨hal-00848817⟩

Amin Zehtabian, Hamid Hassanpour, Shahrokh Zehtabian, Vicente Zarzoso. A Novel Speech Enhancement Approach Based on Singular Value Decomposition and Genetic Algorithm. SoCPaR-2010, 2nd International Conference on Soft Computing and Pattern Recognition, Dec 2010, Paris, France. pp.430-435. ⟨hal-00848819⟩

Pietro Bonizzi, Olivier Meste, Vicente Zarzoso, Decebal Gabriel Latcu, Irina Popescu, et al.. Atrial fibrillation disorganization is reduced by catheter ablation: A standard ECG study.. Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2010, Argentina. pp.5286-9, ⟨10.1109/IEMBS.2010.5626335⟩. ⟨hal-00543715⟩

Vicente Zarzoso, Pierre Comon. Automated Extraction of Atrial Fibrillation Activity from the Surface ECG Using Independent Component Analysis in the Frequency Domain. MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING WORLD CONGRESS, Sep 2009, Munchen, Germany. ⟨hal-00435947⟩

Pietro Bonizzi, Maria Guillem, Francisco Castells, Andreu Climent, Vicente Zarzoso, et al.. Significance of mixing matrix structure on principal component-based analysis of atrial fibrillation body surface potential maps. Computers in Cardiology, Sep 2009, Park City, UTAH, France. pp.41-44. ⟨hal-00422948⟩

Vicente Zarzoso, Pierre Comon. Robust Independent Component Analysis for Blind Source Separation and Extraction with Application in Electrocardiography. 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2008, Vancouver, Canada. pp.3344-3347. ⟨hal-00339616⟩

Pietro Bonizzi, Olivier Meste, Vicente Zarzoso. Spectral analysis of atrial signals directly from surface ECG exploiting compressed spectrum. Computers in Cardiology 2008, Sep 2008, Bologna, Italy. pp.221-224. ⟨hal-00357127⟩

Pietro Bonizzi, Ronald Phlypo, Vicente Zarzoso, Olivier Meste. The exploitation of spatial topographies for atrial signal extraction in atrial fibrillation ECGs.. Engineering in Medicine and Biology Society, EMBS 2008, 30th Annual International Conference of the IEEE, Aug 2008, Canada. pp.1867-1870. ⟨hal-00356256⟩

Pietro Bonizzi, Olivier Meste, Vicente Zarzoso, Ronald Phlypo. ATRIAL SIGNAL EXTRACTION IN ATRIAL FIBRILLATION ECGs EXPLOITING SPATIAL CONSTRAINTS. Eusipco 2008, Aug 2008, Lausanne, Switzerland. pp.00. ⟨hal-00357130⟩

Ronald Phlypo, Vicente Zarzoso, Pierre Comon, Ignace Lemahieu. Cumulant Matching for Independent Source Extraction. 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2008, Canada. pp.3340--3343. ⟨hal-00340642⟩

Pietro Bonizzi, Olivier Meste, Vicente Zarzoso. Atrio-Ventricular Junction Behaviour During Atrial Fibrillation. Computers in Cardiology, Sep 2007, Durham, United States. pp.561-564. ⟨hal-00357124⟩

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

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

Vincent Vigneron, Vicente Zarzoso, Rémi Gribonval, Emmanuel Vincent. Special Issue on Latent Variable Analysis and Signal Separation. France. 92, 2012, Signal Processing. ⟨hal-01362533⟩

Marianna Meo, Vicente Zarzoso, Olivier Meste, Decebal Gabriel Latcu, Nadir Saoudi. Multidimensional Characterization of Fibrillatory Wave Amplitude on Surface ECG to Describe Catheter Ablation Impact on Persistent Atrial Fibrillation. 2012. ⟨hal-00718295⟩

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