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

Scd OccurrenceHeart FailureEngineeringMachine LearningWorld Die +22

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, +3

Computer Methods and Programs in Biomedicine

Data ClassificationSupport Vector MachineClassification MethodEngineeringMachine Learning +12

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

Elias Ebrahimzadeh, A. Foroutan, Mohammad Shams, +4

Computer Methods and Programs in Biomedicine

Electrophysiological EvaluationHeart FailureEngineeringPioneering Feature-selection ApproachPredictive Analytics +10

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

EngineeringWearable TechnologyFeature ExtractionNeural Network ClassifierClassical Linear Techniques +17

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

Elias Ebrahimzadeh, Mohammad Sajad Manuchehri, Sana Amoozegar, +2

Medical & Biological Engineering & Computing

Ecg SignalElectrophysiological EvaluationEngineeringData ScienceBiosignal Processing +9

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

Elias Ebrahimzadeh, Mohammad Shams, Farahnaz Fayaz, +4

Computer Methods and Programs in Biomedicine

NeuropsychologyEpileptic FocusNeurophysiologyMedicineEeg Signal Processing +13

ECG SIGNALS NOISE REMOVAL: SELECTION AND OPTIMIZATION OF THE BEST ADAPTIVE FILTERING ALGORITHM BASED ON VARIOUS ALGORITHMS COMPARISON

Elias Ebrahimzadeh, Mohammad Pooyan, Sahar Jahani, +2

Biomedical Engineering Applications Basis and Communications

Adaptive FilterEngineeringFiltering TechniqueBiosignal ProcessingNoise +6

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, +6

Frontiers in Systems Neuroscience

NeuropsychologyAffective NeuroscienceNeurophysiological BiomarkersFrontal RegionSocial Sciences +21

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, +5

Cognitive Neurodynamics

Epileptic FociUnclear FocusNeuroimaging ModalityEeg Signal ProcessingBrain Mapping +10

A novel approach for detection of deception using Smoothed Pseudo Wigner-Ville Distribution (SPWVD)

Elias Ebrahimzadeh, Seyed Mohammad Alavi, Ahmad Bijar, +1

Journal of Biomedical Science and Engineering

Forensic PsychologyEngineeringOdd-ball ParadigmBiometricsNovel Approach +14