Farahnaz Fayaz

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 · 106 citations

Computing, Cardiology, Computer Science +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 · 81 citations

Engineering, Biomedical Engineering, Cardiology +16

Machine learning approaches and non-linear processing of extracted components in frontal region to predict rTMS treatment response in major depressive disorder

Elias Ebrahimzadeh, Farahnaz Fayaz, Lila Rajabion et al. · Frontiers in Systems Neuroscience · 2023 · 45 citations · Full text

Life Sciences, Neuroscience, Psychiatry +17

Quantitative determination of concordance in localizing epileptic focus by component-based EEG-fMRI

Elias Ebrahimzadeh, Mohammad Shams, Farahnaz Fayaz et al. · Computer Methods and Programs in Biomedicine · 2019 · 44 citations

Medicine, Neurology, Neuroscience +14

Localizing confined epileptic foci in patients with an unclear focus or presumed multifocality using a component-based EEG-fMRI method

Elias Ebrahimzadeh, Mohammad Shams, Ali Rahimpour Jounghani et al. · Cognitive Neurodynamics · 2020 · 41 citations · Full text

Medicine, Neurology, Neuroscience +15