Kouhyar Tavakolian

74 papers Journal 17Unranked 57

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