Andrea V. Perez-Sanchez

A new epileptic seizure prediction model based on maximal overlap discrete wavelet packet transform, homogeneity index, and machine learning using ECG signals

Andrea V. Perez-Sanchez, Juan P. Amézquita-Sánchez, Martin Valtierra‐Rodriguez et al. · Biomedical Signal Processing and Control · 2023 · 49 citations

Ecg Signals, Engineering, Machine Learning +8

Sudden cardiac death prediction based on the complete ensemble empirical mode decomposition method and a machine learning strategy by using ECG signals

Manuel A. Centeno-Bautista, Andrea V. Perez-Sanchez, Juan P. Amézquita-Sánchez et al. · Measurement · 2024 · 23 citations

Electrophysiological Evaluation, Heart Failure, Ecg Signals +9

Electrocardiogram Analysis by Means of Empirical Mode Decomposition-Based Methods and Convolutional Neural Networks for Sudden Cardiac Death Detection

Manuel A. Centeno-Bautista, Angel H. Rangel-Rodriguez, Andrea V. Perez-Sanchez et al. · Applied Sciences · 2023 · 20 citations · Full text

Engineering, Machine Learning, Scd Prediction +18

Wavelet Transform-Statistical Time Features-Based Methodology for Epileptic Seizure Prediction Using Electrocardiogram Signals

Andrea V. Perez-Sanchez, Carlos A. Perez-Ramirez, Martin Valtierra‐Rodriguez et al. · Mathematics · 2020 · 18 citations · Full text

Engineering, Wavelet Analysis, Diagnosis +24

EPILEPTIC SEIZURE PREDICTION USING WAVELET TRANSFORM, FRACTAL DIMENSION, SUPPORT VECTOR MACHINE, AND EEG SIGNALS

Andrea V. Perez-Sanchez, Martin Valtierra‐Rodriguez, Carlos A. Perez-Ramirez et al. · Fractals · 2022 · 16 citations

Engineering, Machine Learning, Wavelet Analysis +21