Felipe Alonso-Atienza
Felipe Alonso-Atienza
Senior Expert Data Scientist @BBVA, part-time Associate Professor @URJC
Verified email at urjc.es
Title
Cited by
Cited by
Year
Detection of life-threatening arrhythmias using feature selection and support vector machines
F Alonso-Atienza, E Morgado, L Fernandez-Martinez, A García-Alberola, ...
IEEE Transactions on Biomedical Engineering 61 (3), 832-840, 2013
1732013
Kernel methods in bioengineering, signal and image processing
G Camps-Valls
Igi Global, 2006
1062006
Feature selection using support vector machines and bootstrap methods for ventricular fibrillation detection
F Alonso-Atienza, JL Rojo-Álvarez, A Rosado-Muñoz, JJ Vinagre, ...
Expert Systems with Applications 39 (2), 1956-1967, 2012
842012
Support vector machines for robust channel estimation in OFDM
MJFG Garcia, JL Rojo-Álvarez, F Alonso-Atienza, M Martínez-Ramón
IEEE Signal Processing Letters 13 (7), 397-400, 2006
722006
Nonuniform interpolation of noisy signals using support vector machines
JL Rojo-Álvarez, C Figuera-Pozuelo, CE Martínez-Cruz, G Camps-Valls, ...
IEEE Transactions on Signal Processing 55 (8), 4116-4126, 2007
482007
Machine learning techniques for the detection of shockable rhythms in automated external defibrillators
C Figuera, U Irusta, E Morgado, E Aramendi, U Ayala, L Wik, ...
PloS one 11 (7), e0159654, 2016
462016
A probabilistic model of cardiac electrical activity based on a cellular automata system
FA Atienza, JR Carrión, AG Alberola, JLR Álvarez, JJS Muñoz, ...
Revista Española de Cardiología (English Edition) 58 (1), 41-47, 2005
442005
A reliable method for rhythm analysis during cardiopulmonary resuscitation
U Ayala, U Irusta, J Ruiz, T Eftestøl, J Kramer-Johansen, F Alonso-Atienza, ...
Biomed research international 2014, 2014
372014
Regularization techniques for ECG imaging during atrial fibrillation: a computational study
C Figuera, V Suárez-Gutiérrez, I Hernández-Romero, M Rodrigo, ...
Frontiers in physiology 7, 466, 2016
292016
A student-centered collaborative learning environment for developing communication skills in engineering education
J Requena-Carrión, F Alonso-Atienza, A Guerrero-Curieses, ...
IEEE EDUCON 2010 Conference, 783-786, 2010
292010
Quality estimation of the electrocardiogram using cross-correlation among leads
E Morgado, F Alonso-Atienza, R Santiago-Mozos, Ó Barquero-Pérez, ...
Biomedical engineering online 14 (1), 1-19, 2015
272015
Shape reconstruction of cardiac ischemia from non-contact intracardiac recordings: A model study
D Álvarez, F Alonso-Atienza, JL Rojo-Álvarez, A García-Alberola, ...
Mathematical and Computer Modelling 55 (5-6), 1770-1781, 2012
262012
Fundamental frequency and regularity of cardiac electrograms with Fourier organization analysis
O Barquero-Perez, JL Rojo-Alvarez, AJ Caamano, R Goya-Esteban, ...
IEEE Transactions on Biomedical Engineering 57 (9), 2168-2177, 2010
252010
Combination of ECG parameters with support vector machines for the detection of life-threatening arrhythmias
F Alonso-Atienza, E Morgado, L Fernández-Martínez, A Garcia-Alberola, ...
2012 Computing in Cardiology, 385-388, 2012
242012
Inverse problem of electrocardiography: Estimating the location of cardiac ischemia in a 3d realistic geometry
CE Chávez, N Zemzemi, Y Coudière, F Alonso-Atienza, D Alvarez
International Conference on Functional Imaging and Modeling of the Heart …, 2015
232015
Mixed convolutional and long short-term memory network for the detection of lethal ventricular arrhythmia
A Picon, U Irusta, A Álvarez-Gila, E Aramendi, F Alonso-Atienza, ...
PloS one 14 (5), e0216756, 2019
202019
Spectral analysis of intracardiac electrograms during induced and spontaneous ventricular fibrillation in humans
JJ Sanchez-Munoz, JL Rojo-Alvarez, A García-Alberola, E Everss, ...
Europace 11 (3), 328-331, 2009
192009
Sensitivity and spatial resolution of transvenous leads in implantable cardioverter defibrillator
J Requena-Carrión, J Väisänen, F Alonso-Atienza, A Garcia-Alberola, ...
IEEE Transactions on Biomedical Engineering 56 (12), 2773-2781, 2009
142009
Effects of the location of myocardial infarction on the spectral characteristics of ventricular fibrillation
JJ SÁNCHEZ‐MUÑOZ, JL ROJO‐ÁLVAREZ, A GARCÍA‐ALBEROLA, ...
Pacing and clinical electrophysiology 31 (6), 660-665, 2008
122008
A review on recent patents in digital processing for cardiac electric signals (I): From basic systems to arrhythmia analysis
R Goya-Esteban, Ó Barquero-Pérez, F Alonso-Atienza, E Everss, ...
Recent Patents on Biomedical Engineering (Discontinued) 2 (1), 22-31, 2009
82009
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