Machine learning enables noninvasive prediction of atrial fibrillation driver location and acute pulmonary vein ablation success using the 12-lead ECG
Luongo, Giorgio, Azzolin, Luca, Schuler, Steffen, Rivolta, Massimo W., Almeida, Tiago P., Martínez, Juan P., Soriano, Diogo C., Luik, Armin, Müller-Edenborn, Björn, Jadidi, Amir, Dössel, Olaf, Sassi, Roberto, Laguna, Pablo, Loewe, Axel
Published in Cardiovascular digital health journal (01.04.2021)
Published in Cardiovascular digital health journal (01.04.2021)
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Journal Article
Non-Invasive Characterization of Atrial Flutter Mechanisms Using Recurrence Quantification Analysis on the ECG: A Computational Study
Luongo, Giorgio, Schuler, Steffen, Luik, Armin, Almeida, Tiago P., Soriano, Diogo C., Dossel, Olaf, Loewe, Axel
Published in IEEE transactions on biomedical engineering (01.03.2021)
Published in IEEE transactions on biomedical engineering (01.03.2021)
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Journal Article
Space-time recurrences for functional connectivity evaluation and feature extraction in motor imagery brain-computer interfaces
Rodrigues, Paula G., Filho, Carlos A. Stefano, Attux, Romis, Castellano, Gabriela, Soriano, Diogo C.
Published in Medical & biological engineering & computing (01.08.2019)
Published in Medical & biological engineering & computing (01.08.2019)
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Journal Article
Hybrid machine learning to localize atrial flutter substrates using the surface 12-lead electrocardiogram
Luongo, Giorgio, Vacanti, Gaetano, Nitzke, Vincent, Nairn, Deborah, Nagel, Claudia, Kabiri, Diba, Almeida, Tiago P, Soriano, Diogo C, Rivolta, Massimo W, Ng, Ghulam André, Dössel, Olaf, Luik, Armin, Sassi, Roberto, Schmitt, Claus, Loewe, Axel
Published in Europace (London, England) (21.07.2022)
Published in Europace (London, England) (21.07.2022)
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Journal Article
Unsupervised Classification of Atrial Electrograms for Electroanatomic Mapping of Human Persistent Atrial Fibrillation
Almeida, Tiago P., Soriano, Diogo C., Mase, Michela, Ravelli, Flavia, Bezerra, Arthur S., Li, Xin, Chu, Gavin S., Salinet, Joao, Stafford, Peter J., Andre Ng, G., Schlindwein, Fernando S., Yoneyama, Takashi
Published in IEEE transactions on biomedical engineering (01.04.2021)
Published in IEEE transactions on biomedical engineering (01.04.2021)
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Journal Article
White Gaussian Chaos
Eisencraft, Marcio, Monteiro, Luiz H. A., Soriano, Diogo C.
Published in IEEE communications letters (01.08.2017)
Published in IEEE communications letters (01.08.2017)
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Journal Article
Characterization of human persistent atrial fibrillation electrograms using recurrence quantification analysis
Almeida, Tiago P, Schlindwein, Fernando S, Salinet, João, Li, Xin, Chu, Gavin S, Tuan, Jiun H, Stafford, Peter J, André Ng, G, Soriano, Diogo C
Published in Chaos (Woodbury, N.Y.) (01.08.2018)
Published in Chaos (Woodbury, N.Y.) (01.08.2018)
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Journal Article
Numerical characterization of nonlinear dynamical systems using parallel computing: The role of GPUs approach
Fazanaro, Filipe I., Soriano, Diogo C., Suyama, Ricardo, Madrid, Marconi K., Oliveira, José Raimundo de, Muñoz, Ignacio Bravo, Attux, Romis
Published in Communications in nonlinear science & numerical simulation (01.08.2016)
Published in Communications in nonlinear science & numerical simulation (01.08.2016)
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Journal Article
Conditional Lyapunov exponents and transfer entropy in coupled bursting neurons under excitation and coupling mismatch
Soriano, Diogo C., Santos, Odair V. dos, Suyama, Ricardo, Fazanaro, Filipe I., Attux, Romis
Published in Communications in nonlinear science & numerical simulation (01.03.2018)
Published in Communications in nonlinear science & numerical simulation (01.03.2018)
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Journal Article
Do chaos-based communication systems really transmit chaotic signals?
Candido, Renato, Soriano, Diogo C., Silva, Magno T.M., Eisencraft, Marcio
Published in Signal processing (01.03.2015)
Published in Signal processing (01.03.2015)
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Journal Article
A method for Lyapunov spectrum estimation using cloned dynamics and its application to the discontinuously-excited FitzHugh–Nagumo model
Soriano, Diogo C., Fazanaro, Filipe I., Suyama, Ricardo, de Oliveira, José Raimundo, Attux, Romis, Madrid, Marconi K.
Published in Nonlinear dynamics (2012)
Published in Nonlinear dynamics (2012)
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Journal Article
Characterization of multiscroll attractors using Lyapunov exponents and Lagrangian coherent structures
Fazanaro, Filipe I, Soriano, Diogo C, Suyama, Ricardo, Attux, Romis, Madrid, Marconi K, de Oliveira, José Raimundo
Published in Chaos (Woodbury, N.Y.) (01.06.2013)
Published in Chaos (Woodbury, N.Y.) (01.06.2013)
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Journal Article
Recurrence Quantification Analysis for Investigating Atrial Fibrillation Dynamics in a Heterogeneous Simulation Setup
Almeida, Tiago P., Unger, Laura A., Soriano, Diogo C., Li, Xin, Dossel, Olaf, Yoneyama, Takashi, Loewe, Axel
Published in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2019)
Published in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2019)
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Conference Proceeding
Journal Article
Machine Learning to Find Areas of Rotors Sustaining Atrial Fibrillation From the ECG
Luongo, Giorgio, Azzolin, Luca, Rivolta, Massimo W, Almeida, Tiago P, Martinez, Juan Pablo, Soriano, Diogo C, Dossel, Olaf, Sassi, Roberto, Laguna, Pablo, Loewe, Axel
Published in 2020 Computing in Cardiology (13.09.2020)
Published in 2020 Computing in Cardiology (13.09.2020)
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Conference Proceeding
Optimizing Atrial Electrogram Classification Based on Local Ablation Outcome in Human Atrial Fibrillation
Bezerra, Arthur S, Yoneyama, Takashi, Soriano, Diogo C, Luongo, Giorgio, Li, Xin, Ravelli, Flavia, Mase, Michela, Chu, Gavin S, Stafford, Peter J, Schlindwein, Fernando S, Ng, G Andre, Almeida, Tiago P
Published in 2020 Computing in Cardiology (13.09.2020)
Published in 2020 Computing in Cardiology (13.09.2020)
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Conference Proceeding