Select Publications
Book Chapters
2022, 'Epileptic Seizure Prediction Using Geometrical Features Extracted From HRV Signal', in Evolutionary Computing and Mobile Sustainable Networks, http://dx.doi.org/10.1007/978-981-16-9605-3_33
,2009, 'Comparative Functional Magnetic Resonance Imaging with Functional Brain Imaging Modlites', in Biomedical and environmental sensing, River Publishers
,Journal articles
2024, 'Detection and prediction of diabetes using effective biomarkers', Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization, 12, http://dx.doi.org/10.1080/21681163.2023.2264937
,2023, 'A predictive model of death from cerebrovascular diseases in intensive care units', Intelligent Medicine, 3, pp. 267 - 279, http://dx.doi.org/10.1016/j.imed.2023.01.005
,2023, 'Human-like evaluation by facial attractiveness intelligent machine', International Journal of Cognitive Computing in Engineering, 4, pp. 160 - 169, http://dx.doi.org/10.1016/j.ijcce.2023.04.001
,2023, 'Relationship between white matter alterations and contamination subgroup in obsessive compulsive disorder: A diffusion tensor imaging study', Human Brain Mapping, 44, pp. 3302 - 3310, http://dx.doi.org/10.1002/hbm.26282
,2023, 'Combining mathematical model for HRV mapping and machine learning to predict sudden cardiac death', Computer Methods and Programs in Biomedicine Update, 4, http://dx.doi.org/10.1016/j.cmpbup.2023.100112
,2023, 'Detection of sepsis using biomarkers based on machine learning', Bratislava Medical Journal, 124, pp. 239 - 250, http://dx.doi.org/10.4149/BLL_2023_037
,2023, 'Mathematical model presenting to assess variations in heart rate of different age groups', Bratislava Medical Journal, 124, pp. 454 - 465, http://dx.doi.org/10.4149/BLL_2023_070
,2023, 'Mortality Prediction of ICU Cardiovascular Patient: Time-Series Analysis', International Journal of Biomedical and Clinical Analysis [IJBCA], 3
,2022, 'Mathematical model to predict COVID-19 mortality rate', Infectious Disease Modelling, 7, pp. 761 - 776, http://dx.doi.org/10.1016/j.idm.2022.11.005
,2022, 'A Novel Clinical Method for Detecting Obstructive Sleep Apnea using of Nonlinear Mapping', Journal of Biomedical Physics and Engineering, 12, pp. 31 - 34, http://dx.doi.org/10.31661/jbpe.v0i0.1211
,2022, 'An automated method for sleep apnoea detection using HRV', Journal of Medical Engineering and Technology, 46, pp. 158 - 173, http://dx.doi.org/10.1080/03091902.2022.2026504
,2022, 'Classification of Breast Cancer Tumors Using Mammography Images Processing Based on Machine Learning', International journal of online and biomedical engineering, 18, pp. 31 - 42, http://dx.doi.org/10.3991/ijoe.v18i05.29197
,2022, 'Designing an Intelligent System to Detect Stress Levels During Driving', INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, 19, pp. 81 - 89, http://dx.doi.org/10.34028/iajit/19/1/10
,2022, 'Mental arithmetic task detection using geometric features extraction of EEG signal based on machine learning', BRATISLAVA MEDICAL JOURNAL-BRATISLAVSKE LEKARSKE LISTY, 123, pp. 408 - 420, http://dx.doi.org/10.4149/BLL_2022_064
,2021, 'Automated sleep stage detection based on recurrence quantification analysis using machine learning', Journal of applied research on industrial engineering, 9, http://dx.doi.org/10.22105/jarie.2021.274177.1257
,2021, 'Automatic Epileptic Seizure Detection Based on EEG Signals Using Deep Learning', Artificial Intelligence Evolution, pp. 96 - 106, http://dx.doi.org/10.37256/aie.2220211123
,2021, 'Identify attractive and unattractive individuals based on geometric features using neural network', Traitement du Signal, 38, pp. 1007 - 1012, http://dx.doi.org/10.18280/ts.380410
,2021, 'Design and Manufacturing of Gloves for Intelligent Quantification of Hand Vibration', Karafan Quarterly Scientific Journal, 18, http://dx.doi.org/10.48301/KSSA.2021.282479.1489
,2021, 'Investigating the frequency characteristics of the electroretinogram signal in patients with central retinal vein occlusion', Medical Science Journal of Islamic Azad Univesity-Tehran Medical Branch, 31, http://dx.doi.org/10.52547/iau.31.2.205
,2021, 'Analysis of heart rate dynamics based on nonlinear lagged returned map for sudden cardiac death prediction in cardiovascular patients', Multidimensional Systems and Signal Processing, 32, pp. 693 - 714, http://dx.doi.org/10.1007/s11045-020-00755-8
,2021, 'The Effect of Meditation on Regulation of Heart Rate', American Journal of Biomedical Science & Research, 12, pp. 168 - 173, http://dx.doi.org/10.34297/ajbsr.2021.12.001736
,2021, 'An innovative method for cardiovascular disease detection based on nonlinear geometric features and feature reduction combination', Intelligent Decision Technologies, 15, pp. 45 - 57, http://dx.doi.org/10.3233/IDT-200038
,2021, 'Analysis of Heart Rate Dynamics Before and During Meditation', International journal of online and biomedical engineering, 17, pp. 100 - 118, http://dx.doi.org/10.3991/ijoe.v17i05.11133
,2021, 'Intelligent diagnosis of actinic keratosis and squamous cell carcinoma of the skin using linear and nonlinear features based on image processing techniques', Journal of Health and Biomedical Informatics, 8
,2020, 'Powerful processing to three-dimensional facial recognition using triple information', International Journal of Advances in Applied Sciences, 9, pp. 326 - 332, http://dx.doi.org/10.11591/ijaas.v9.i4.pp326-332
,2020, 'Design and Implementation of an Online Test System to Evaluate the Students more Precisely and Improve the Quality of Education', Bi-Quarterly Journal of Educational Studies (Nama), 16, http://nama.ajaums.ac.ir/article-1-353-en.html
,2020, 'Time-Frequency Analysis of Photopic Negative Response in CRVO Patients', Seminars in Ophthalmology, 35, pp. 187 - 193, http://dx.doi.org/10.1080/08820538.2020.1781905
,2020, 'Motor Signal Intelligent Processing in Huntington Disease Diagnosis', Signal Processing and Renewable Energy, 4, https://spre.stb.iau.ir/article_671215.html
,2020, 'A review of the methods for sudden cardiac death detection: A guide for emergency physicians', International journal of online and biomedical engineering, 16, pp. 137 - 158, http://dx.doi.org/10.3991/ijoe.v16i09.14485
,2020, 'Heart rate variability features for different stress classifi cation', Bratislava Medical Journal, 121, pp. 619 - 627, http://dx.doi.org/10.4149/BLL_2020_107
,2020, 'Evaluating Facial Attractiveness through Proportions Analysis Based on Geometric Features', Journal of Image Processing & Pattern Recognition Progress, 7, https://computers.stmjournals.com/index.php?journal=JoIPPRP&page=article&op=view&path%5B%5D=2186
,2020, 'Gait Motor Signal Processing for Parkinson's Disease Detection Based on Artificial Intelligence', International Journal of Tomography and Simulation, 35, http://www.ceser.in/ceserp/index.php/ijts/article/view/6187
,2019, 'An Efficient Automated Algorithm for Distinguishing Normal and Abnormal ECG Signal', IRBM, 40, pp. 332 - 340, http://dx.doi.org/10.1016/j.irbm.2019.09.002
,2019, 'Recognition of lung volume condition based on phase space mapping using electrical impedance tomography', Journal of Electrical Bioimpedance, 10, pp. 34 - 39, http://dx.doi.org/10.2478/joeb-2019-0005
,2019, 'A NOVEL METHOD to ISCHEMIC HEART DISEASE DETECTION BASED on NON-INVASIVE ECG IMAGING', Journal of Mechanics in Medicine and Biology, 19, http://dx.doi.org/10.1142/S0219519419500027
,2018, 'A Novel Approach to Mortality Prediction of ICU Cardiovascular Patient Based on Fuzzy Logic Method', Biomedical Signal Processing and Control, 45, pp. 160 - 173, http://dx.doi.org/10.1016/j.bspc.2018.05.019
,2018, 'Presenting an efficient approach based on novel mapping for mortality prediction in intensive care unit cardiovascular patients', MethodsX, 5, pp. 1291 - 1298, http://dx.doi.org/10.1016/j.mex.2018.10.008
,2017, 'Implementation of Edge Detection as an Efficient Algorithm to the Evaluation of the Dental Caries', Advances in Bioresearch, 8, https://soeagra.com/abr/abrmarch2017/35.pdf
,2017, 'Heart rate variability as a biomarker for epilepsy seizure prediction', Bratislava Medical Journal, 118, pp. 3 - 8, http://dx.doi.org/10.4149/BLL_2017_001
,2016, 'Non-linear feature extraction from HRV signal for mortality prediction of ICU cardiovascular patient', Journal of Medical Engineering and Technology, 40, pp. 87 - 98, http://dx.doi.org/10.3109/03091902.2016.1139201
,2015, 'New algorithm of mortality risk prediction for cardiovascular patients admitted in intensive care unit', International Journal of Clinical and Experimental Medicine, 8, pp. 8916 - 8926
,2015, 'Analysis of heart rate variability as a predictor of mortality in cardiovascular patients of intensive care unit', Biocybernetics and Biomedical Engineering, 35, pp. 217 - 226, http://dx.doi.org/10.1016/j.bbe.2015.05.004
,2015, 'Non-linear Poincaré analysis of respiratory efforts in sleep apnea', Bratislava Medical Journal, 116, pp. 426 - 432, http://dx.doi.org/10.4149/BLL_2015_081
,2015, 'Vehicle detection and tracking in roadway traffic analysis using kalman filter and features', International Journal of Imaging and Robotics, 15, pp. 45 - 52
,2013, 'Mortality Risk Assessment of ICU Cardiovascular Patients Using Physiological Variables', Universal Journal of Biomedical Engineering, 1, pp. 6 - 9, http://dx.doi.org/10.13189/ujbe.2013.010102
,2012, 'Detection and Quantification of Coronary Atherosclerotic Plaque Using Different Imaging Modalities', American Journal of Biomedical Engineering, 2, pp. 1 - 6, http://dx.doi.org/10.5923/j.ajbe.20120202.01
,2009, 'Detection ischemic episodes from electrocardiogram signal using wavelet transform', Journal of Biomedical Science and Engineering, 02, pp. 239 - 244, http://dx.doi.org/10.4236/jbise.2009.24037
,2009, 'Functional brain imaging with use of a new and powerful neuroimaging technique', Journal of Biomedical Science and Engineering, 02, pp. 173 - 176, http://dx.doi.org/10.4236/jbise.2009.23029
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