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Maryam Mohebi Ashtieani

Associate Professor

Update: 2026-05-21

Maryam Mohebi Ashtieani

Electrical Engineering / Biomedical Engineering

Journal Paper

  1. "Obstructive sleep apnea increases heartbeat-evoked potentials and reorganizes Granger-causal coupling between cortical interoception and autonomic variability during wakefulness"
    mahsa alidadi, Maryam Mohebi Ashtieani, paisa adimi, babak mohammadzadeh asl
    Scientific Reports, Vol. 16, pp.1-14, 2026
  2. "A Novel Eigen-Volume-based Co-Activation Pattern Framework for Dynamic Functional Biomarkers of Multiple Sclerosis"
    Fatemeh Valipour, Maryam Mohebi Ashtieani, Mani Garousi, Maryam S. Mirian, Anthony L. Traboulsee, Shannon Kolind, Martin J. McKeown
    IEEE Journal of Biomedical and Health Informatics, pp.1-12, 2026
  3. "Overnight deep inspiration patterns in obstructive sleep apnea patients with and without asthma"
    Seyedeh Shokoufeh Mousavi, Maryam Mohebi Ashtieani, Parisa Adimi Naghan, Azadeh Yadollahi
    Physiological Reports, Vol. 13, pp.1-14, 2025
  4. "EEG-based Alzheimer's disease detection: Past, present, and future"
    Mahsa Alidadi, Ramtin Hamavar, Ehsan Abbasi, Samaneh Nabavifard, Maryam Mohebi Ashtieani, Babak Mohammadzadeh Asl
    Measurement: Journal of the International Measurement Confederation, Vol. 262, pp.1-25, 2025
  5. "Oscillometric Blood Pressure Estimation via Machine Learning Analysis of Pulse Transit Time"
    Mahsa Alidadi, Maryam Mohebi Ashtieani, Mohamad Forouzanfar
    IEEE SENSORS JOURNAL, Vol. 25, pp.29141-29149, 2025
  6. "Heightened Heartbeat Evoked Potential in Obstructive Sleep Apnea Disorder During Sleep"
    Yashar Abolfathi Niyari, Maryam Mohebi Ashtieani
    IEEE Access, Vol. 12, pp.189153-189162, 2024
  7. "Investigation of Heartbeat Evoked Potential (HEP) Response During Different Stages of Sleep in Sleep Disorders"
    Babak Seddighi, Maryam Mohebi Ashtieani
    Frontiers in Biomedical Technologies, Vol. 11, pp.302-314, 2024
  8. "Analysis of EEG-derived brain networks for predicting rTMS treatment outcomes in MDD patients"
    Fatemeh Hasanzadeh, Maryam Mohebi Ashtieani, Reza Rostami
    Biomedical Signal Processing and Control, Vol. 96, 2024
  9. "Blood Pressure Estimation Based on the Timing of the Arterial Reflected Waves by Oscillometric Pulse Wave Decomposition"
    Mahsa Alidadi, Maryam Mohebi Ashtieani, Mohamad Forouzanfar
    IEEE Journal of Biomedical and Health Informatics, Vol. 28, pp.6653-6660, 2024
  10. "An ensemble-based Machine learning technique for dyslexia detection during a visual continuous performance task"
    Mona Zaree, Maryam Mohebi Ashtieani, Reza Rostami
    Biomedical Signal Processing and Control, Vol. 86, pp.1-11, 2023
  11. "Dyslexia Detection using Event-related potential and Ensemble learning"
    Mona Zaree, Maryam Mohebi Ashtieani, fatemeh gholamali nejad, reza rostami
    Vol. 5, pp.1-10, 2022
  12. "Extraction of discriminative features from EEG signals of dyslexic children; before and after the treatment"
    Anahita Oliaee, Maryam Mohebi Ashtieani, Sepehr Shirani, Reza Rostami
    Cognitive Neurodynamics, pp.1-11, 2022
  13. "Brain functional connectivity analysis in patients with relapsing-remitting multiple sclerosis: A graph theory approach of EEG resting state"
    Sepehr Shirani, Maryam Mohebi Ashtieani
    Frontiers in Neuroscience, Vol. 16, pp.1-13, 2022
  14. "Multiple sclerosis reduces synchrony of the magnocellular pathway"
    Masoud Seraji, Maryam Mohebi Ashtieani, Amirhossein Safari, Bart Krekelberg
    PLoS One, Vol. 16, pp.1-15, 2021
  15. "A Nonlinear Effective Connectivity Measure Based on Granger Causality and Volterra Series"
    Fatemeh Hasanzadeh, Maryam Mohebi Ashtieani, Reza Rostami
    IEEE Journal of Biomedical and Health Informatics, Vol. 25, pp.1-9, 2021
  16. "Phase-synchrony evaluation of EEG signals for Multiple Sclerosis diagnosis based on bivariate empirical mode decomposition during a visual task"
    Khadijeh Raeisinafchi, Maryam Mohebi Ashtieani, Mohammad Khazaei, Masoud Seraji, Ali Yoonessi
    COMPUTERS IN BIOLOGY AND MEDICINE, Vol. 117, pp.1-8, 2020
  17. "Single Channel EEG Classification: A Case Study on Prediction of Major Depressive Disorder Treatment Outcome"
    Fatemeh Hasanzadeh, Maryam Mohebi Ashtieani, Reza Rostami
    IEEE Access, pp.1-11, 2020
  18. "Graph theory analysis of directed functional brain networks in major depressive disorder based on EEG signal"
    Fatemeh Hasanzadeh, Maryam Mohebi Ashtieani, Reza Rostami
    Journal of Neural Engineering, Vol. 17, pp.1-16, 2020
  19. "An Adaptive Kalman Filter Bank for ECG Denoising"
    Hamed Danandeh Hesar, Maryam Mohebi Ashtieani
    IEEE Journal of Biomedical and Health Informatics, pp.1-9, 2020
  20. "The effect of acetazolamide on the improvement of central apnea caused by abusing opioid drugs in the clinical trial"
    Parisa Adimi Naghan, Khadijeh Raeisinafchi, Batoul Khoundabi, Moein Foroughi, Majid Malekmohammad, Maryam Mohebi Ashtieani, Alireza Bagheri, Fanak Fahimi
    Sleep and Breathing, pp.1-9, 2019
  21. "Prediction of rTMS treatment response in major depressive disorder using machine learning techniques and nonlinear features of EEG signal"
    Fatemeh Hasanzadeh, Maryam Mohebi Ashtieani, Reza Rostami
    JOURNAL OF AFFECTIVE DISORDERS, Vol. 256, pp.132-142, 2019
  22. "Epileptic Seizure Prediction Using Heart Rate Variability Signal analysis"
    Morteza Poudineh, Maryam Mohebi Ashtieani, kurosh Gharagozli
    Vol. 3, pp.25-33, 2019
  23. "Wide Complex Tachycardia Discrimination Using Dynamic Time Warping of ECG Beats"
    Farzan Niknejad mazandarani, Maryam Mohebi Ashtieani
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, pp.1-18, 2018
  24. "Implementation of a square-root filtering approach in marginalized particle filters for mixed linear/nonlinear state-space models"
    Hamed Danandeh Hesar, Maryam Mohebi Ashtieani
    INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, pp.1-19, 2018
  25. "Square Root Implementation of Marginalized Particle Extended Kalman filter with an Application in ECG Processing"
    Hamed Danandeh Hesar, Maryam Mohebi Ashtieani
    Vol. 11, pp.276-289, 2018
  26. "Performance Investigation of Marginalized Particle Extended Kalman Filter under Different Particle Weighting Strategies in the Field of Electrocardiogram Denoising"
    Maryam Mohebi Ashtieani, Hamed Danandeh Hesar
    Journal of Medical Signals & Sensors, Vol. 3, pp.47-160, 2018
  27. "A Multi Rate Marginalized Particle Extended Kalman Filter for P and T Wave Segmentation in ECG Signals"
    Hamed Danandeh Hesar, Maryam Mohebi Ashtieani
    IEEE Journal of Biomedical and Health Informatics, 2018
  28. "ECG Denoising Using Marginalized Particle Extended Kalman Filter with an Automatic Particle Weighting Strategy"
    Hamed Danandeh Hesar, Maryam Mohebi Ashtieani
    IEEE Journal of Biomedical and Health Informatics, Vol. 21, pp.635-644, 2017
  29. "An Adaptive Particle Weighting Strategy for ECG Denoising Using Marginalized Particle Extended Kalman Filter an Evaluation in Arrhythmia Contexts"
    Hamed Danandeh Hesar, Maryam Mohebi Ashtieani
    IEEE Journal of Biomedical and Health Informatics, Vol. 99, pp.1-12, 2017
  30. "Early Detection of Sudden Cardiac Death in Electrocardiogram Signals Using Extended Kalman Filter"
    Maryam Mohebi Ashtieani, , Farin Kahroba
    Vol. 11, pp.161-170, 2017
  31. "Prediction of ventricular fibrillation using complexity analysis of T Wave from surface electrocardiogram"
    Atiye Riasi, Maryam Mohebi Ashtieani
    Vol. 13, pp.1-7, 2016
  32. "A NOVEL APPLICATION OF HIGHER ORDER STATISTICS OF R-R INTERVAL SIGNAL IN EMD DOMAIN FOR PREDICTING TERMINATION OF ATRIAL FIBRILLATION"
    Maryam Mohebi Ashtieani
    JOURNAL OF BIOLOGICAL SYSTEMS, Vol. 23, pp.115-130, 2015
  33. "Obstructive sleep apnea detection using spectrum and bispectrum analysis of single-lead ECG signal"
    Roozbeh Atri, Maryam Mohebi Ashtieani
    PHYSIOLOGICAL MEASUREMENT, Vol. 36, pp.1963-1980, 2015
  34. "Predicting termination of paroxysmal atrial fibrillation using empirical mode decomposition of the atrial activity and statistical features of the heart rate variability"
    Maryam Mohebi Ashtieani,
    MEDICAL and BIOLOGICAL ENGINEERING and COMPUTING, Vol. 52, pp.415-427, 2014
  35. "Prediction of paroxysmal atrial fibrillation based on non-linear analysis and spectrum and bispectrum features of the heart rate variability signal"
    Maryam Mohebi Ashtieani
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, Vol. 5, 2012
  36. "Prediction of paroxysmal atrial fibrillation using recurrence plot-based features of the R-R interval signal"
    , Maryam Mohebi Ashtieani
    PHYSIOLOGICAL MEASUREMENT, Vol. 32, 2011
  37. "Structures of the recurrence plot of heart rate variability as a tool for predicting the onset of paroxysmal atrial fibrillation"
    , Maryam Mohebi Ashtieani
    Journal of Medical Signals & Sensors, Vol. 1, 2011
  38. "Support vector machine-based arrhythmia classification using reduced features of heart rate variability signal"
    , , Maryam Mohebi Ashtieani
    ARTIFICIAL INTELLIGENCE IN MEDICINE, Vol. 44, 2008

Conference Paper

  1. "18th World Sleep Congress"
    Mahsa Alidadi, Babak Mohammadzadeh asl, Maryam Mohebi Ashtieani
    Interoceptive Dysfunction During Wakefulness in Obstructive Sleep Apnea: An Analysis of Heartbeat-Evoked Potentials, 2026
  2. "32nd National and 10th International Iranian Conference on Biomedical Engineering (ICBME)"
    Mahdi Mollaei, Maryam Mohebi Ashtieani, Reza Rostami
    Phase-Amplitude Coupling of Event-Related Potentials during VCPT Task in Dyslexic Subjects, 2025
  3. "20th CSI International Symposium on Artificial Intelligence and Signal Processing"
    Mohammad hasan Hosseini, Maryam Mohebi Ashtieani
    Res-U-Net-Based Sleep Arousal Detection Using Limited Polysomnography Channels and Multi-Step Training Techniques, 2024
  4. "The 30th National and 8th International Iranian Conference on Biomedical Engineering"
    Seyede zohreh Sadredini, Maryam Mohebi Ashtieani, Naeem Eslamyeh, Reza Rostami
    Depression Detection Using Chaotic Features of EEG Signals and CNN Model, 2023
  5. "The 30th National and 8th International Iranian Conference on Biomedical Engineering"
    Dorsa Mosleh shirazi, Maryam Mohebi Ashtieani, Reza Rostami
    Diagnosis of Depression and severity of depression based on entropy charactristics of EEG signals, 2023
  6. "29th National and 7th International Iranian Conference on Biomedical Engineering"
    Behzad Yousefipour, Sepehr Shirani, Maryam Mohebi Ashtieani, Peyman Hasani Abharian
    Evaluation of brain cortical connectivity in drug abusers using EEG data, 2022
  7. "29th National and 7th International Iranian Conference on Biomedical Engineering"
    Yashar Abolfathi Niyari, Maryam Mohebi Ashtieani
    Heartbeat evoked potential assessment in moderate and severe obstructive sleep apnea patients, 2022
  8. "5th International Conference on Electrical, Computer and Mechanical Engineering"
    Mona Zaree, Maryam Mohebi Ashtieani, Fatemeh Gholamali Nejad, Reza Rostami
    تشخيص نارساخواني با استفاده از تحليل پتانسيل هاي برانگيخته ي مغزي مبتني بر تكنيك هاي يادگيري ماشين, 2022
  9. "28 th national and 6th international conference on biomedical engineering"
    Najmeh Amirkhan, Fatemeh Hasanzadeh, Maryam Mohebi Ashtieani, Reza Rostami
    Brain Network Analysis Based on Frontal Cortical EEG Sources in Major Depressive Disorder (MDD), 2021
  10. "28 th national and 6th international conference on biomedical engineering"
    Babak Seddighi, Maryam Mohebi Ashtieani
    Detection of cognitive processes and emotional states relation using heartbeat evoked potentials, 2021
  11. "27th national and 5th International Iranian Conference on Biomedical Engineering"
    Maryam Fadavi, Fatemeh Hasanzadeh, Maryam Mohebi Ashtieani, Peyman Abharian
    A Machine Learning Approach for Addiction Detection Using Phase Amplitude Coupling of EEG Signals, 2020
  12. "6th Iranian Conference on Signal Processing and Intelligent Systems"
    Atiye Riasi, Maryam Mohebi Ashtieani
    Investigating Useful Morphological characteristics of ECG for Predicting the Onset of Ventricular Arrhythmia, 2020
  13. ""
    Maryam Fadavi, Fatemeh Hasanzadeh, Maryam Mohebi Ashtieani, peyman abharian
    Classification of Opioid-Dependent Subjects and Control Group Using Recurrence Plot Analysis of EEG, 2020
  14. "26 th national and 4 th international conference on biomedical engineering"
    Amirhossein Rahimidanesh, Amirhossein Safari, Maryam Mohebi Ashtieani
    Sleep Stage Classification Based on ECG-Derived Respiration and Heart Rate Variability of Single-Lead ECG Signal, 2019
  15. "Third Iranian Symposium on Brain Mapping Updates"
    Anahita Oliaee, Maryam Mohebi Ashtieani, Reza Rostami
    Extraction of discriminative features from EEG signals of dyslexic children, before and after treatment., 2019
  16. "25th national and 3rd international Iranian conference on biomedical engineering"
    Amirhossein Safari, Maryam Mohebi Ashtieani
    Reduction of Ventricular Tachycardia False Alarms Using Multivariate Statistical Process Control and Frequency Analysis, 2018
  17. "BRAIN ENGINEERING COMPUTATIONAL NEUROSCIENCE CONFERENCE"
    Masoud Seraji, Maryam Mohebi Ashtieani
    Detection of Visual Pathways Disorders in Patients with Multiple Sclerosis Using Visual Evoked Potentials, 2018
  18. "6th basic and cinical neuroscience congress"
    Fatemeh Hasanzadeh, Maryam Mohebi Ashtieani, reza rostami
    Effect of functional connectivity measures on characteristics of EEG based brain networks in MDD patients, 2017
  19. "24th National and 2nd International Iranian Conference on Biomedical Engineering (ICBME 2017)"
    Fatemeh Hasanzadeh, Maryam Mohebi Ashtieani, Reza Rostami
    Investigation of functional brain networks in MDD patients based on EEG signals processing, 2017
  20. "23rd Iranian Conference on Biomedical Engineering (ICBME2016)"
    Amirhossein Safari, Hamed Danandeh Hesar, Maryam Mohebi Ashtieani, Farhad Faraji
    A Novel Method for R-peak Detection in Noisy ECG Signals Using EEMD and ICA, 2016
  21. "22nd Iranian Conference on Biomedical Engineering (ICBME 2015)"
    Farzan Niknejad mazandarani, Maryam Mohebi Ashtieani
    جداسازي تاكي كاردي بطني از تاكي كاردي فوق بطني با مسير جانبي با استفاده از پردازش سيگنال ECG تك كاناله, 2015
  22. "22nd Iranian Conference on Biomedical Engineering (ICBME 2015)"
    Hamed Danandeh Hesar, Maryam Mohebi Ashtieani
    Muscle Artifact Cancellation in ECG Signal Using a Dynamical Model and Particle Filter, 2015
  23. "23rd Iranian Conference on Electrical Engineering"
    Atiye Riasi, Maryam Mohebi Ashtieani
    Predicting Imminent Episodes of Ventricular Tachyarrhythmia using an Entropy-based Feature in the EMD Domain, 2015
  24. "International Symposium on Artificial Intelligence and Signal Processing (AISP 2015)"
    Atiye Riasi, Maryam Mohebi Ashtieani
    Prediction Of Ventricular Tachycardia Using Morphological Features Of ECG Signal, 2015
  25. "21th Iranian Conference on Biomedical Engineering (ICBME2014)"
    Roozbeh Atri, Maryam Mohebi Ashtieani
    Screening of Obstructive Sleep Apnea Using Higher Order Statistics of HRV and EDR Signals, 2014
  26. "21th Iranian Conference on Biomedical Engineering (ICBME2014)"
    Atiye Riasi, Maryam Mohebi Ashtieani
    پيش بيني فيبريلاسيون بطني با استفاده از همبستگي خطي ضربان به ضربان موج T و قطعه ST در سيگنال ECG, 2014
  27. "Second Computer Science Coonference on Computer Information Technology"
    Mahsa Alizadeh Shalchy, Maryam Mohebi Ashtieani
    Fetal ECG extraction using dynamic Bayesian modeling of a single ECG lead, 2014
  28. "2014 IEEE Biomedical Circuits and Systems Conference (BioCAS)"
    Niloofar Yazdani, Amin Rashidi, Amir Masoud Sodagar, Maryam Mohebi Ashtieani
    Reduction of Spatial Data Redundancy in Implantable Multi-Channel Neural Recording Microsystems, 2014
  29. "The 6th Iranian Conference on E-Earth and ICT Application in Medical Science"
    Roozbeh Atri, Maryam Mohebi Ashtieani
    تشخيص اتوماتيك سندروم آپنه انسدادي هنگام خواب با استفاده از ويژگي هاي بر پايه تبديل موجك سيگنال ECG, 2014
  30. "20th Iranian Conference on Biomedical Engineering (ICBME2013)"
    Maryam Mohebi Ashtieani
    Predicting termination of Paroxysmal atrial fibrillation using higher order statistics in EMD domain, 2013
  31. "20th Iranian Conference on Biomedical Engineering (ICBME2013)"
    Rahele Moharramzade, Maryam Mohebi Ashtieani
    ارائه الگوريتمي براي فشرده سازي سيگنال هايEEG با كيفيت درخواستي و مقايسه آن با يك روش فشرده سازي بدون تلفات, 2013
  32. "Systems Control Engineering and Biological Science Symposium"
    Maryam Mohebi Ashtieani,
    Using noninvasive ECG for Predicting the onset of paroxysmal atrial fibrillation, 2012