Dr Mohammad Karimi Moridani

My Expertise

I completed a Bachelor degree in Electrical Engineering-Electronic with distinction in 2006. I further completed MSc in Biomedical Engineering-Bioelectric in 2008. I received my PhD in Biomedical Engineering-Bioelectric in 2015, which focused on the development a novel method for mortality prediction of Cardiovascular and Cerebrovascular patients admitted in ICU. Before joining UNSW Australia in 2022, I worked as assistant professor in the ‎Biomedical Engineering Department at ‎TMSIAU, Iran. 

I am interested in Biomedical Signal and Image Processing, Artificial Neural Networks (ANNs), Machine Learning, Deep Learning, Nonlinear Time-Series Analysis, and Cognitive Science. I have experience in ECG, EMG, PPG, and EEG Signal Processing in Detecting and Predicting diseases and disorders such as Epilepsy, Apnea, Parkinson, and Cardiac Diseases. Moreover, in recent years, I completed several projects on Image processing such as Pattern Recognition, Breast Cancer, Face Beauty Detection, and etc.
I have strong background to use MATLAB and Python programming languages. I am proficient in many Python environments such as Google Colab, Spider, Pytorch, IDLE, and so on. Furthermore, I could easily write MATLAB code and design various models in SIMULINK. Additionally, I am capable of designing different Deep Learning models in MATLAB and Python.

I am currently working as Postdoctoral Associate Researcher at the UNSW Australia. Ultimately, I hope to harness this information to improve various disease detection ‎and model development for different fields, especially biomedical and ‎biological‏.‏

Fields of Research (FoR)

Machine learning, Deep learning, Data mining and knowledge discovery, Image processing, Signal processing

SEO tags

My Qualifications

Postdoctoral Associate Research (2022-Present)

PhD of Biomedical Engineering-Bioelectric (2011-2015)

MSc of Biomedical Engineering-Bioelectric (2006-2008)

BSc of Electrical Engineering-Electronic (2002-2006) 

My Research Activities

My Qualifications

Postdoctoral Associate Research (2022-Present)

PhD of Biomedical Engineering-Bioelectric (2011-2015)

MSc of Biomedical Engineering-Bioelectric (2006-2008)

BSc of Electrical Engineering-Electronic (2002-2006) 

My Research Activities


M Karimi MoridaniAn automated method for sleep apnoea detection using HRV, Journal of Medical Engineering & Technology, 46(2), 1-16, 2022.


F Zahedi, M Karimi Moridani, Classification of Breast Cancer Tumors Using Mammography Images Processing Based on Machine Learning, International Journal of Online and Biomedical Engineering (iJOE),18(2), 31-42, 2022.


M Karimi MoridaniA Hajiali, Nonlinear Dynamics Measures of EEG signal Based on Recurrence Quantification Analysis for Automated Sleep Stage Detection, Journal of Applied Research on Industrial Engineering, 9(1), 2022.


M Karimi Moridani, Z Khandaghi khameneh, M Shahipour shamsabad, Designing an Intelligent System to Detect Stress Levels during Driving, 19(1), 81-89, 2022.


M Karimi MoridaniA Novel Clinical Method for Detecting Obstructive Sleep Apnea Using of Nonlinear Mapping, Journal of Biomedical Physics and Engineering, 12(1), 2022.


Hoda Edris Abadi, M Karimi Moridani, Mahshid Mirzakhani, Mental arithmetic task detection using geometric features extraction of EEG signal based on machine learning, Bratislavske lekarske listy, 123(6), 408-421,2022.


F Sajadi Moghadam, M Karimi Moridani, Y JalilvandAnalysis of Heart Rate Dynamics Based on Nonlinear Lagged Returned Map for Sudden Cardiac Death Prediction in Cardiovascular Patients, Multidimensional Systems and Signal Processing 32 (2), 693–714, 2021.


A Saeedi, M Karimi MoridaniA Azizi, An Innovative Method for Cardiovascular Disease Detection Based on Nonlinear Geometric Features and feature reduction combination, Intelligent Decision Technologies: An International Journal 15 (1), 45-57, 2021.


M Karimi Moridani, P Yuosefi, A Safavi Sohi, The Effect of Meditation on Regulation of Heart Rate, American Journal of Biomedical Science & Research 12 (2), 164-167, 2021.


N Hamedani, M Karimi Moridani, Design and manufacturing of gloves for intelligent quantification of hand vibration, Karafan Quarterly Scientific Journal, 18(3), 2021.


Soroor BehbahaniM Karimi Moridani, Alireza Ramezani, Hamideh Sabbaghi, 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(2), 2021.


M Karimi Moridani, T Habikazemi, N Khoramabadi, Analysis of Heart Rate Dynamics Before and During Meditation, International Journal of Online & Biomedical Engineering, 17(5), 2021.


M Karimi Moridani, SS Jabbari Behnam, M Heydar, Automatic Epileptic Seizure Detection Based on EEG Signals Using Deep Learning, Artificial Intelligence Evolution 2 (2), 2021.


S Ahmadimehr, M Karimi Moridani, Identify Attractive and Unattractive Individuals Based on Geometric Features Using Neural Network, Traitement du Signal 38 (4), 2021.


N Naghashzargar, M Karimi Moridani, H Mahmoudi, 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(1), 2021.


Neda Mahmoudi, M Karimi Moridani, Melika Khosroshahi, Seyedali Tabatabai Moghadam, Epileptic Seizure Prediction Using Geometrical Features Extracted From HRV Signal, Evolutionary Computing and Mobile Sustainable Networks, Springer, 2021.


M Karimi Moridani, S Marjani A Review of the Methods for Sudden Cardiac Death Detection, International Journal of Online & Biomedical Engineering 16 (9): 137-158, 2020.


M Karimi Moridani, Z Mahabadi, N Javadi, Heart rate variability features for different stress classification, Bratislava Medical Journal, 121(9),2020.

M Karimi Moridani, AK Moridani, M Gholipour, Powerful Processing to Three-Dimensional Facial Recognition Using Triple Information, International Journal of Advances in Applied Sciences, 9(4), 2020.


S Behbahani, A Ramezani, M Karimi Moridani, H Sabbaghi, Time-Frequency Analysis of Photopic Negative Response in CRVO Patients, Semin Ophthalmol, 35(3):187-193, 2020.


M Karimi MoridaniS Behbahani, S AsadikiaMotor Signal Intelligent Processing in Huntington Disease Diagnosis, Signal Processing and Renewable Energy Journal, 4(1):51-62, 2020.


S Ahmadimehr, M Karimi Moridani Evaluating Facial Attractiveness through Proportions Analysis Based on Geometric Features, Journal of Image Processing & Pattern Recognition Progress 7 (2), 2020.


M Karimi Moridani, S Behbahani, E Ebadi, F Choopani, 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, 2020.


M Karimi Moridani, NGN ShahrestaniGait Motor Signal Processing for Parkinson’s Disease Detection Based on Artificial Intelligence, International Journal of Tomography and Simulation 33 (1), 2020.


M Karimi MoridaniM Abdi Zadeh, ZS Mazraeh, An Efficient Automated Algorithm for Distinguishing Normal and Abnormal ECG Signal, IRBM 40 (6), 2019.


M Karimi Moridani, M Pouladian, A Novel Method to Ischemic Heart Disease Detection Based on Non-Invasive ECG Imaging, Journal of Mechanics in Medicine and Biology 19 (03), 1950002


M Karimi Moridani, F Choopani, M Kia, Recognition of lung volume condition based on phase space mapping using electrical impedance tomography, Journal of Electrical Bioimpedance 10, 2019.


M Karimi Moridani, YH Bardineh, Presenting an efficient approach based on novel mapping for mortality prediction in intensive care unit cardiovascular patients, MethodsX 5, 2018.


M Karimi Moridani, SK Setarehdan, AM Nasrabadi, E Hajinasrollah, A novel approach to mortality prediction of ICU cardiovascular patient based on fuzzy logic method, Biomedical Signal Processing and Control 45, 2018.


M Karimi Moridani, H Farhadi, Heart rate variability as a biomarker for epilepsy seizure prediction, Bratislava Medical Journal 118 (1):3–8, 2017.


Karimi Moridani, Shabnam Ghahari, Implementation of Edge Detection as an Efficient Algorithm to the Evaluation of the Dental CariesAdvances in Bioresearch, 8(2):233-241.

M Karimi MoridaniSK Setarehdan, AM Nasrabadi, E Hajinasrollah, Non Linear Feature Extraction from HRV Signal for Mortality Prediction of ICU Cardiovascular Patient, Journal of Medical Engineering & Technology, 40 (3), 87-98, 2016.

M Karimi Moridani, SK Setarehdan, AM Nasrabadi, E Hajinasrollah, New algorithm of mortality risk prediction for cardiovascular patients admitted in intensive care unit, International journal of clinical and experimental medicine 8 (6), 8916, 2015.


M Karimi Moridani, SK Setarehdan, AM Nasrabadi, E HajinasrollahAnalysis of heart rate variability as a predictor of mortality in cardiovascular patients of intensive care unit, Biocybernetics and Biomedical Engineering 35 (4), 217-226, 2015.


BehbahaniM Karimi MoridaniNon-linear Poincaré analysis of respiratory efforts in sleep apnea, Bratislavske lekarske listy, 426-432, 2015.


v  A K Moridani, S H Fakhrmoosavy, M Karimi MoridaniVehicle detection and tracking in roadway traffic analysis using kalman filter and features, International Journal of Imaging and Robotics 15(2):47-52, 2015.

M Karimi Moridani, SK Setarehdan, AM Nasrabadi, E Hajinasrollah, Mortality risk assessment of ICU cardiovascular patients using physiological variables, Universal Journal of Biomedical Engineering 1, 6-9, 2013.


M Karimi MoridaniDetection and Quantification of Coronary Atherosclerotic Plaque Using Different Imaging Modalities, American Journal of Biomedical Engineering 2 (2), 1-6, 2012.


M Karimi Moridani, Functional brain imaging with use of a new and powerful neuroimaging technique, Journal of Biomedical Science and Engineering 2 (3), 173-176, 2009.


M Karimi Moridani, M Pouladian, Detection ischemic episodes from electrocardiogram signal using wavelet transform, Journal of Biomedical Science and Engineering 2 (4), 239, 2009.
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