Elias Ebrahimzadeh

A Novel Approach to Predict Sudden Cardiac Death (SCD) Using Nonlinear and Time-Frequency Analyses from HRV Signals

Elias Ebrahimzadeh, Mohammad Pooyan, Ahmad Bijar · PLoS ONE · 2014 · 131 citations · Full text

Scd Occurrence, Heart Failure, Engineering +24

Prediction of paroxysmal Atrial Fibrillation: A machine learning based approach using combined feature vector and mixture of expert classification on HRV signal

Elias Ebrahimzadeh, Maede Kalantari, Mohammadamin Joulani et al. · Computer Methods and Programs in Biomedicine · 2018 · 103 citations

Data Classification, Support Vector Machine, Classification Method +14

An optimal strategy for prediction of sudden cardiac death through a pioneering feature-selection approach from HRV signal

Elias Ebrahimzadeh, A. Foroutan, Mohammad Shams et al. · Computer Methods and Programs in Biomedicine · 2018 · 79 citations

Electrophysiological Evaluation, Heart Failure, Engineering +12

Early detection of sudden cardiac death by using classical linear techniques and time-frequency methods on electrocardiogram signals

Elias Ebrahimzadeh, Mohammad Pooyan · Journal of Biomedical Science and Engineering · 2011 · 75 citations · Full text

Engineering, Wearable Technology, Feature Extraction +19

A time local subset feature selection for prediction of sudden cardiac death from ECG signal

Elias Ebrahimzadeh, Mohammad Sajad Manuchehri, Sana Amoozegar et al. · Medical & Biological Engineering & Computing · 2017 · 65 citations

Ecg Signal, Electrophysiological Evaluation, Engineering +11