Kouhyar Tavakolian

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 53

Top Topics

Coronary Artery

Empirical Mode Decomposition

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Mahdi Saeedi, Hamed Taheri Gorji, Fartash Vasefi, Kouhyar Tavakolian
Federated Versus Central Machine Learning on Diabetic Foot Ulcer Images: Comparative Simulations. IEEE Access 12 (2024)
Mitchell Sueker, Amirreza Daghighi, Alireza Akhbardeh, Nicholas Mackinnon, Gregory Bearman, In-Suck Baek, Chansong Hwang, Jianwei Qin, Amanda M. Tabb, Jiahleen B. Roungchun, Rosalee S. Hellberg, Fartash Vasefi, Moon Kim, Kouhyar Tavakolian, Hossein Kashani Zadeh
A Novel Machine-Learning Framework Based on a Hierarchy of Dispute Models for the Identification of Fish Species Using Multi-Mode Spectroscopy. Sensors 23 (22) (2023)
Parastoo Dehkordi, Kouhyar Tavakolian, Zhen-Gang Xiao, Farzad Khosrow-Khavar
Introducing the Electromechanical Risk Factor Score Derived from Seismocardiography for Estimating the Likelihood of Coronary Artery Disease. CinC (2023)
Hossein Kashani Zadeh, Mike Hardy, Mitchell Sueker, Yicong Li, Angelis Tzouchas, Nicholas Mackinnon, Gregory Bearman, Simon A. Haughey, Alireza Akhbardeh, In-Suck Baek, Chansong Hwang, Jianwei Qin, Amanda M. Tabb, Rosalee S. Hellberg, Shereen Ismail, Hassan Reza, Fartash Vasefi, Moon S. Kim, Kouhyar Tavakolian, Christopher T. Elliott
Rapid Assessment of Fish Freshness for Multiple Supply-Chain Nodes Using Multi-Mode Spectroscopy and Fusion-Based Artificial Intelligence. Sensors 23 (11) (2023)
Hamid Reza Marateb, Mina Norouzirad, Kouhyar Tavakolian, Faezeh Aminorroaya, MohammadReza Mohebbian, Miguel Ángel Mañanas, Sergio Romero Lafuente, Ramin Sami, Marjan Mansourian
Predicting COVID-19 Hospital Stays with Kolmogorov-Gabor Polynomials: Charting the Future of Care. Inf. 14 (11) (2023)
MohammadReza Mohebbian, Seyed Shahim Vedaei, Khan A. Wahid, Anh Dinh, Hamid Reza Marateb, Kouhyar Tavakolian
Fetal ECG Extraction From Maternal ECG Using Attention-Based CycleGAN. IEEE J. Biomed. Health Informatics 26 (2) (2022)
Behnam Farahani, Rabie Fadil, Arina Aboonabi, Jane Loscheider, Kouhyar Tavakolian, Siamak Arzanpour
Applying Machine Learning for Intelligent Assessment of Wheelchair Cushions from Pressure Mapping Images. EMBC (2022)
Nischal Khanal, Rabie Fadil, Hamed Taheri Gorji, Bo Liang, Fartash Vasefi, Nicholas Mackinnon, Alireza Akhbardeh, Kouhyar Tavakolian
FootAssure: A multimodal, in-home wound detection device for diabetic peripheral neuropathy. EMBC (2021)
Rabie Fadil, Asenath Huether, Robert Brunnemer, Andrew P. Blaber, Jau-Shin Lou, Kouhyar Tavakolian
Skeletal Muscle Pump Impairment in Parkinson's Disease: Preliminary Results. CinC (2021)
Rabie Fadil, Andrew P. Blaber, Kouhyar Tavakolian
Respiratory Pump Contributions to Hemodynamic Responses in Lower-Body Negative Pressure: Preliminary Results. CinC (2021)
Mitchell Sueker, Kristen Stromsodt, Hamed Taheri Gorji, Fartash Vasefi, Nadeem Khan, Taylor Schmit, Rangati Varma, Nicholas Mackinnon, Stanislav Sokolov, Alireza Akhbardeh, Bo Liang, Jianwei Qin, Diane E. Chan, In-Suck Baek, Moon S. Kim, Kouhyar Tavakolian
Handheld Multispectral Fluorescence Imaging System to Detect and Disinfect Surface Contamination. Sensors 21 (21) (2021)
Rabie Fadil, Asenath Huether, Robert Brunnemer, Andrew P. Blaber, Jau-Shin Lou, Kouhyar Tavakolian
Early Detection of Parkinson's Disease Using Center of Pressure Data and Machine Learning. EMBC (2021)
Chunwu Wang, Bijay Guragain, Ajay K. Verma, Lewis Archer, Shubha Majumder, Abdiaziz Mohamud, Emily Flaherty-Woods, Geoffrey Shapiro, Mahathir Almashor, Mike Lenné, Rama Myers, Jonny Kuo, Shiyan Yang, Nicholas Wilson, Kouhyar Tavakolian
Spectral Analysis of EEG During Microsleep Events Annotated via Driver Monitoring System to Characterize Drowsiness. IEEE Trans. Aerosp. Electron. Syst. 56 (2) (2020)
Rabie Fadil, Parshuram N. Aarotale, Bradley Hoffmann, Farzad Khosrow-Khavar, Zhen-Gang Xiao, Alireza Akhbardeh, Kouhyar Tavakolian
Temporal Changes of Fiducial Seismocardiogram Points Due to Different Sensor Placements on the Chest. CinC (2020)
Parshuram N. Aarotale, Andrew P. Blaber, Kouhyar Tavakolian
Effect of Blood Volume Shift Simulated via Head-up Tilt on Photoplethysmography Morphology. EMBC (2020)
Nicholas Wilson, Bijay Guragain, Ajay K. Verma, Lewis Archer, Kouhyar Tavakolian
Blending Human and Machine: Feasibility of Measuring Fatigue Through the Aviation Headset. Hum. Factors 62 (4) (2020)
Parastoo Dehkordi, Kouhyar Tavakolian, Te Zhao, Vahid Zakeri, Farzad Khosrow-Khavar
Estimation of Cardiac Time Intervals From the Mechanical Activity of the Heart Using Machine Learning. CinC (2019)
Soufiane Chami, Kouhyar Tavakolian
Early Prediction of Sepsis From Clinical Data Using Single Light-GBM Model. CinC (2019)
Bijay Guragain, Ali Bahrami Rad, Chunwu Wang, Ajay K. Verma, Lewis Archer, Nicholas Wilson, Kouhyar Tavakolian
EEG-based Classification of Microsleep by Means of Feature Selection: An Application in Aviation. EMBC (2019)
Farhad Akhbardeh, Fartash Vasefi, Nick MacKinnon, Mohammad Amini, Alireza Akhbardeh, Kouhyar Tavakolian
Classification and Assessment of Hand Arthritis Stage using Support Vector Machine. EMBC (2019)
Naimahmed Nesaragi, Shubha Majumder, Ashish Sharma, Kouhyar Tavakolian, Shivnarayan Patidar
Application of Recurrent Neural Network for the Prediction of Target Non-Apneic Arousal Regions in Physiological Signals. CinC (2018)
Christian Ulrich, Martin Jensen, Rolf Hansen, Kouhyar Tavakolian, Farzad Khosrow-Khavar, Andrew P. Blaber, Kasper Sørensen, Samuel Emil Schmidt
Determining the Respiratory State From a Seismocardiographic Signal-A Machine Learning Approach. CinC (2018)
Shabaz Khan, Chunwu Wang, Kouhyar Tavakolian, Ajay K. Verma
Early Identification of Bleeding: Past Achievement, Current Limitations & Future Development. EIT (2018)
Farzad Khosrow-Khavar, Kouhyar Tavakolian, Andrew P. Blaber, Carlo Menon
Automatic and Robust Delineation of the Fiducial Points of the Seismocardiogram Signal for Noninvasive Estimation of Cardiac Time Intervals. IEEE Trans. Biomed. Eng. 64 (8) (2017)
Johan Wahlström, Isaac Skog, Peter Handel, Farzad Khosrow-Khavar, Kouhyar Tavakolian, Phyllis K. Stein, Arye Nehorai
A Hidden Markov Model for Seismocardiography. IEEE Trans. Biomed. Eng. 64 (10) (2017)
Kasper Sørensen, Ajay K. Verma, Andrew P. Blaber, John M. Zanetti, Samuel Emil Schmidt, Johannes J. Struijk, Kouhyar Tavakolian
Challenges in Using Seismocardiography for Blood Pressure Monitoring. CinC (2017)
Vahid Zakeri, Alireza Akhbardeh, Nasim Alamdari, Reza Fazel-Rezai, Mikko Paukkunen, Kouhyar Tavakolian
Analyzing Seismocardiogram Cycles to Identify the Respiratory Phases. IEEE Trans. Biomed. Eng. 64 (8) (2017)
Nasim Alamdari, Kouhyar Tavakolian, Minhal Alhashim, Reza Fazel-Rezai
Detection and classification of acne lesions in acne patients: A mobile application. EIT (2016)
Nasim Alamdari, Ali Haider, M. Riadh Arefin, Ajay K. Verma, Kouhyar Tavakolian, Reza Fazel-Rezai
A review of methods and applications of brain computer interface systems. EIT (2016)
Md Nafiul Alam, Tamanna T. K. Munia, Kouhyar Tavakolian, Fartash Vasefi, Nick MacKinnon, Reza Fazel-Rezai
Automatic detection and severity measurement of eczema using image processing. EMBC (2016)
Ali Haider, Minhal Alhashim, Kouhyar Tavakolian, Reza Fazel-Rezai
Computer-assisted image processing technique for tracking wound progress. EIT (2016)
Tamanna Tabassum Khan Munia, Kouhyar Tavakolian, Ajay K. Verma, Vahid Zakeri, Farzad Khosrow-Khavar, Reza Fazel-Rezai, Alireza Akhbardeh
Heart Sound Classification from Wavelet Decomposed Signal Using Morphological and Statistical Features. CinC (2016)
Md Nafiul Alam, Benjamin D. Johnson, Jeffrey L. Gendreau, Kouhyar Tavakolian, Colin Combs, Reza Fazel-Rezai
Tremor quantification of Parkinson's disease - a pilot study. EIT (2016)
Itamar Sela, Zvika Shinar, Kouhyar Tavakolian
Measuring Left Ventricular Ejection Time Using Under-the-Mattress Sensor. CinC (2016)
Benjamin D. Johnson, Jennifer Erickson, Charles Schneider, Md Nafiul Alam, David Glessing, Nicholas Wilson, Kouhyar Tavakolian, Reza Fazel-Rezai
Aviation navigation feedback device. EIT (2016)
Tamanna T. K. Munia, Jeffrey L. Gendreau, Ajay K. Verma, Benjamin D. Johnson, Mark Romanick, Kouhyar Tavakolian, Reza Fazel-Rezai
Preliminary results of residual deficits observed in athletes with concussion history: Combined EEG and cognitive study. EMBC (2016)
Ajay K. Verma, Amanmeet Garg, Andrew P. Blaber, Reza Fazel-Rezai, Kouhyar Tavakolian
Analysis of causal cardio-postural interaction under orthostatic stress using convergent cross mapping. EMBC (2016)
Nasim Alamdari, Kouhyar Tavakolian, Vahid Zakeri, Reza Fazel-Rezai, Alireza Akhbardeh
A morphological approach to detect respiratory phases of seismocardiogram. EMBC (2016)
Nandu Goswami, Ajay K. Verma, Amanmeet Garg, Da Xu, Reza Fazel-Rezai, Kouhyar Tavakolian, Andrew P. Blaber
Increased Systolic Blood Pressure driven Skeletal Muscle activation Following Stroke: A causality analysis. CinC (2016)
Ajay K. Verma, Amanmeet Garg, Andrew P. Blaber, Reza Fazel-Rezai, Kouhyar Tavakolian
Causality detection in cardio-postural interaction under orthostatic stress induced by quiet standing using transfer entropy. EIT (2016)
Tamanna T. K. Munia, Jeffrey L. Gendreau, Benjamin D. Johnson, Mark Romanick, Kouhyar Tavakolian, Reza Fazel-Rezai
Neurocognitive deficits observed on high school football players with history of concussion: A preliminary study. EIT (2016)
Amanmeet Garg, Da Xu, Michelle Bruner, Andrew P. Blaber, Kouhyar Tavakolian
Ballistocardiogram signal as a measure of cardio-postural variation during orthostatic challenge. EIT (2016)
Britt J. M. van Rooij, Kouhyar Tavakolian, Siamak Arzanpour, Andrew P. Blaber, Carole A. D. Leguy
Non-invasive estimation of cardiovascular parameters using ballistocardiography. EMBC (2015)
Ajay K. Verma, Reza Fazel-Rezai, Andrew P. Blaber, Kouhyar Tavakolian
Pulse Transit Time Extraction from Seismocardiogram and its Relationship with Pulse Pressure. CinC (2015)
M. Riadh Arefin, Kouhyar Tavakolian, Reza Fazel-Rezai
QRS complex detection in ECG signal for wearable devices. EMBC (2015)
Omer T. Inan, Pierre-François Migeotte, Kwang-Suk Park, Mozziyar Etemadi, Kouhyar Tavakolian, Ramon Casanella, John M. Zanetti, Jens Tank, Irina Funtova, G. Kim Prisk, Marco Di Rienzo
Ballistocardiography and Seismocardiography: A Review of Recent Advances. IEEE J. Biomed. Health Informatics 19 (4) (2015)
Farzad Khosrow-Khavar, Kouhyar Tavakolian, Andrew P. Blaber, John M. Zanetti, Reza Fazel-Rezai, Carlo Menon
Automatic Annotation of Seismocardiogram With High-Frequency Precordial Accelerations. IEEE J. Biomed. Health Informatics 19 (4) (2015)
Alexandre Laurin, Kouhyar Tavakolian, Farzad Khosrow-Khavar, Andrew P. Blaber
Accurate and consistent automatic seismocardiogram annotation without concurrent ECG. CinC (2015)
Vahid Zakeri, Kouhyar Tavakolian
Identification of Respiratory Phases Using Seismocardiogram: A Machine Learning Approach. CinC (2015)
Nasim Alamdari, Kouhyar Tavakolian, Vahid Zakeri, Reza Fazel-Rezai, Mikko Paukkunen, Raimo Sepponen, Alireza Akhbardeh
Using Electromechanical Signals Recorded from the Body for Respiratory Phase Detection and Respiratory Time Estimation: A Comparative Study. CinC (2015)
Ajay K. Verma, Amanmeet Garg, Andrew P. Blaber, Reza Fazel-Rezai, Kouhyar Tavakolian
Causality in the Cardio-Postural Interactions During Quiet Stance. CinC (2015)
Farzad Khosrow-Khavar, Kouhyar Tavakolian, Carlo Menon
Moving toward automatic and standalone delineation of seismocardiogram signal. EMBC (2015)
Farhad Akhbardeh, Fartash Vasefi, Kouhyar Tavakolian, David Bradley, Reza Fazel-Rezai
Toward development of mobile application for hand arthritis screening. EMBC (2015)
Kian Davoudi, Moein Shayeganyan, Kouhyar Tavakolian, Bozena Kaminska
Mechanically Flexiable Biosensor for Detection of Photoplethysography. BIODEVICES (2014)
Vahid Zakeri, Kouhyar Tavakolian, Siamak Arzanpour, John M. Zanetti, Guy Albert Dumont, Alireza Akhbardeh
Preliminary results on quantification of seismocardiogram morphological changes, using principal component analysis. EMBC (2014)
Mohammadreza Ravanfar, M. Riadh Arefin, Kouhyar Tavakolian, Reza Fazel-Rezai
Electrocardiogram Baseline Wander Removal based on Empirical Mode Decomposition. CinC (2014)
Parastoo Dehkordi, Kouhyar Tavakolian, Marcin Marzencki, Marta Kaminska, Bozena Kaminska
Assessment of respiratory flow and efforts using upper-body acceleration. Medical Biol. Eng. Comput. 52 (8) (2014)
Marcin Marzencki, Behrad Kajbafzadeh, Farzad Khosrow-Khavar, Kouhyar Tavakolian, Bozena Kaminska, Carlo Menon
Diastolic Timed Vibrator: Noninvasive Pre-Hospitalization Treatment of Acute Coronary Ischemia. IEEE Trans. Biomed. Circuits Syst. 8 (3) (2014)
Alexandre Laurin, Andrew P. Blaber, Kouhyar Tavakolian
Seismocardiograms return Valid Heart Rate Variability Measures. CinC (2013)
Farzad Khosrow-Khavar, Kouhyar Tavakolian, Maxim Soleimani-Nouri, Bozena Kaminska, Carlo Menon
A new seismocardiography segmentation algorithm for diastolic timed vibrations. EMBC (2013)
John M. Zanetti, Kouhyar Tavakolian
Seismocardiography: Past, present and future. EMBC (2013)
Kouhyar Tavakolian, Guy Albert Dumont, Andrew P. Blaber
Analysis of Seismocardiogram Capability for Prediction of Mild to Moderate Hemorrhage: Preliminary Results. CinC (2013)
Kouhyar Tavakolian, Gonzalo Portacio, Niloufar R. Tamddondoust, Graeme Jahns, Brandon Ngai, Guy Albert Dumont, Andrew P. Blaber
Myocardial contractility: A seismocardiography approach. EMBC (2012)
Kouhyar Tavakolian, Farzad Khosrow-Khavar, Behrad Kajbafzadeh, Marcin Marzencki, Shadi Rohani, Bozena Kaminska, Carlo Menon
Seismocardiographic adjustment of diastolic timed vibrations. EMBC (2012)
Parastoo Dehkordi, Marcin Marzencki, Kouhyar Tavakolian, Marta Kaminska, Bozena Kaminska
Monitoring torso acceleration for estimating the respiratory flow and efforts for sleep apnea detection. EMBC (2012)
Farzad Khosrow-Khavar, Marcin Marzencki, Kouhyar Tavakolian, Behrad Kajbafzadeh, Bozena Kaminska, Carlo Menon
Diastolic Timed Vibrator: Applying Direct Vibration in Diastole to Patients with Acute Coronary Ischemia during the Pre-hospitalization Phase. AIS (2011)
Kouhyar Tavakolian, Brandon Ngai, Andrew P. Blaber, Bozena Kaminska
Infrasonic cardiac signals: Complementary windows to cardiovascular dynamics. EMBC (2011)
Behrad Kajbafzadeh, Marcin Marzencki, Nezam Alavi, Farzad Khosrow-Khavar, Kouhyar Tavakolian, Carlo Menon, Bozena Kaminska
Preferred patterns of diastolic timed vibrations for pre-hospitalization treatment of acute coronary ischemia. EMBC (2011)
Parastoo Kh. Dehkordi, Marcin Marzencki, Kouhyar Tavakolian, Marta Kaminska, Bozena Kaminska
Validation of respiratory signal derived from suprasternal notch acceleration for sleep apnea detection. EMBC (2011)
Yindar Chuo, Kouhyar Tavakolian, Bozena Kaminska
Evaluation of a Novel Integrated Sensor System for Synchronous Measurement of Cardiac Vibrations and Cardiac Potentials. J. Medical Syst. 35 (4) (2011)
Yindar Chuo, Marcin Marzencki, Benny Hung, Camille Jaggernauth, Kouhyar Tavakolian, Philip Lin, Bozena Kaminska
Mechanically Flexible Wireless Multisensor Platform for Human Physical Activity and Vitals Monitoring. IEEE Trans. Biomed. Circuits Syst. 4 (5) (2010)
Kouhyar Tavakolian, Alireza Akhbardeh, Bozena Kaminska
An Objective Approach towards Assessment of the Physiological Age of Heart. AAAI Fall Symposium: AI in Eldercare: New Solutions to Old Problems (2008)
Kouhyar Tavakolian, Bozena Kaminska, Teimour Maleki Jafarabadi
Novel Micromachined Valved Glaucoma Drainage Devices. EMBC (2006)
Kouhyar Tavakolian, Ali Motie Nasrabadi, Siamak Rezaei
Selecting better EEG channels for classification of mental tasks. ISCAS (3) (2004)