Felipe Alonso‐Atienza

Detection of Life-Threatening Arrhythmias Using Feature Selection and Support Vector Machines

Felipe Alonso‐Atienza, Eduardo Morgado, Lorena T. Fernández‐Martínez et al. · IEEE Transactions on Biomedical Engineering · 2013 · 222 citations

Heart Failure, Engineering, Diagnosis +20

Machine Learning Techniques for the Detection of Shockable Rhythms in Automated External Defibrillators

Carlos Figuera, Unai Irusta, Eduardo Morgado et al. · PLoS ONE · 2016 · 73 citations · Full text

Engineering, Machine Learning, Intelligent Diagnostics +22

Feature selection using support vector machines and bootstrap methods for ventricular fibrillation detection

Felipe Alonso‐Atienza, José Luis Rojo‐Álvarez, Alfredo Rosado-Muñoz et al. · Expert Systems with Applications · 2011 · 72 citations

Engineering, Machine Learning, Diagnosis +16

Support vector machines for robust channel estimation in OFDM

M. Julia Fernández‐Getino García, José Luis Rojo‐Álvarez, Felipe Alonso‐Atienza et al. · IEEE Signal Processing Letters · 2006 · 66 citations · Full text

Wireless Communications, Multi-carrier Communication, Coherent Robust Demodulation +9

Mixed convolutional and long short-term memory network for the detection of lethal ventricular arrhythmia

Artzai Picón, Unai Irusta, Aitor Álvarez-Gila et al. · PLoS ONE · 2019 · 65 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +23