Select Publications
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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