Selecting better EEG channels for classification of mental tasks. - Kouhyar Tavakolian; Ali Motie Nasrabadi; Siamak Rezaei (ISCAS (3), 2004)

Novel Micromachined Valved Glaucoma Drainage Devices. - Kouhyar Tavakolian; Bozena Kaminska; Teimour Maleki Jafarabadi (EMBC, 2006)

An Objective Approach towards Assessment of the Physiological Age of Heart. - Kouhyar Tavakolian; Alireza Akhbardeh; Bozena Kaminska (AAAI Fall Symposium: AI in Eldercare: New Solutions to Old Problems, 2008)

Mechanically Flexible Wireless Multisensor Platform for Human Physical Activity and Vitals Monitoring. - Yindar Chuo; Marcin Marzencki; Benny Hung; Camille Jaggernauth; Kouhyar Tavakolian; Philip Lin; Bozena Kaminska (IEEE Trans. Biomed. Circuits Syst., 2010)

Diastolic Timed Vibrator: Applying Direct Vibration in Diastole to Patients with Acute Coronary Ischemia during the Pre-hospitalization Phase. - Farzad Khosrow-Khavar; Marcin Marzencki; Kouhyar Tavakolian; Behrad Kajbafzadeh; Bozena Kaminska; Carlo Menon (AIS, 2011)

Validation of respiratory signal derived from suprasternal notch acceleration for sleep apnea detection. - Parastoo Kh. Dehkordi; Marcin Marzencki; Kouhyar Tavakolian; Marta Kaminska; Bozena Kaminska (EMBC, 2011)

Preferred patterns of diastolic timed vibrations for pre-hospitalization treatment of acute coronary ischemia. - Behrad Kajbafzadeh; Marcin Marzencki; Nezam Alavi; Farzad Khosrow-Khavar; Kouhyar Tavakolian; Carlo Menon; Bozena Kaminska (EMBC, 2011)

Infrasonic cardiac signals: Complementary windows to cardiovascular dynamics. - Kouhyar Tavakolian; Brandon Ngai; Andrew P. Blaber; Bozena Kaminska (EMBC, 2011)

Evaluation of a Novel Integrated Sensor System for Synchronous Measurement of Cardiac Vibrations and Cardiac Potentials. - Yindar Chuo; Kouhyar Tavakolian; Bozena Kaminska (J. Medical Syst., 2011)

Monitoring torso acceleration for estimating the respiratory flow and efforts for sleep apnea detection. - Parastoo Dehkordi; Marcin Marzencki; Kouhyar Tavakolian; Marta Kaminska; Bozena Kaminska (EMBC, 2012)

Seismocardiographic adjustment of diastolic timed vibrations. - Kouhyar Tavakolian; Farzad Khosrow-Khavar; Behrad Kajbafzadeh; Marcin Marzencki; Shadi Rohani; Bozena Kaminska; Carlo Menon (EMBC, 2012)

Myocardial contractility: A seismocardiography approach. - Kouhyar Tavakolian; Gonzalo Portacio; Niloufar R. Tamddondoust; Graeme Jahns; Brandon Ngai; Guy Albert Dumont; Andrew P. Blaber (EMBC, 2012)

Seismocardiograms return Valid Heart Rate Variability Measures. - Alexandre Laurin; Andrew P. Blaber; Kouhyar Tavakolian (CinC, 2013)

Analysis of Seismocardiogram Capability for Prediction of Mild to Moderate Hemorrhage: Preliminary Results. - Kouhyar Tavakolian; Guy Albert Dumont; Andrew P. Blaber (CinC, 2013)

A new seismocardiography segmentation algorithm for diastolic timed vibrations. - Farzad Khosrow-Khavar; Kouhyar Tavakolian; Maxim Soleimani-Nouri; Bozena Kaminska; Carlo Menon (EMBC, 2013)

Seismocardiography: Past, present and future. - John M. Zanetti; Kouhyar Tavakolian (EMBC, 2013)

Mechanically Flexiable Biosensor for Detection of Photoplethysography. - Kian Davoudi; Moein Shayeganyan; Kouhyar Tavakolian; Bozena Kaminska (BIODEVICES, 2014)

Electrocardiogram Baseline Wander Removal based on Empirical Mode Decomposition. - Mohammadreza Ravanfar; M. Riadh Arefin; Kouhyar Tavakolian; Reza Fazel-Rezai (CinC, 2014)

Preliminary results on quantification of seismocardiogram morphological changes, using principal component analysis. - Vahid Zakeri; Kouhyar Tavakolian; Siamak Arzanpour; John M. Zanetti; Guy Albert Dumont; Alireza Akhbardeh (EMBC, 2014)

Assessment of respiratory flow and efforts using upper-body acceleration. - Parastoo Dehkordi; Kouhyar Tavakolian; Marcin Marzencki; Marta Kaminska; Bozena Kaminska (Medical Biol. Eng. Comput., 2014)

Diastolic Timed Vibrator: Noninvasive Pre-Hospitalization Treatment of Acute Coronary Ischemia. - Marcin Marzencki; Behrad Kajbafzadeh; Farzad Khosrow-Khavar; Kouhyar Tavakolian; Bozena Kaminska; Carlo Menon (IEEE Trans. Biomed. Circuits Syst., 2014)

Using Electromechanical Signals Recorded from the Body for Respiratory Phase Detection and Respiratory Time Estimation: A Comparative Study. - Nasim Alamdari; Kouhyar Tavakolian; Vahid Zakeri; Reza Fazel-Rezai; Mikko Paukkunen; Raimo Sepponen; Alireza Akhbardeh (CinC, 2015)

Accurate and consistent automatic seismocardiogram annotation without concurrent ECG. - Alexandre Laurin; Kouhyar Tavakolian; Farzad Khosrow-Khavar; Andrew P. Blaber (CinC, 2015)

Pulse Transit Time Extraction from Seismocardiogram and its Relationship with Pulse Pressure. - Ajay K. Verma; Reza Fazel-Rezai; Andrew P. Blaber; Kouhyar Tavakolian (CinC, 2015)

Causality in the Cardio-Postural Interactions During Quiet Stance. - Ajay K. Verma; Amanmeet Garg; Andrew P. Blaber; Reza Fazel-Rezai; Kouhyar Tavakolian (CinC, 2015)

Identification of Respiratory Phases Using Seismocardiogram: A Machine Learning Approach. - Vahid Zakeri; Kouhyar Tavakolian (CinC, 2015)

Toward development of mobile application for hand arthritis screening. - Farhad Akhbardeh; Fartash Vasefi; Kouhyar Tavakolian; David Bradley; Reza Fazel-Rezai (EMBC, 2015)

QRS complex detection in ECG signal for wearable devices. - M. Riadh Arefin; Kouhyar Tavakolian; Reza Fazel-Rezai (EMBC, 2015)

Moving toward automatic and standalone delineation of seismocardiogram signal. - Farzad Khosrow-Khavar; Kouhyar Tavakolian; Carlo Menon (EMBC, 2015)

Non-invasive estimation of cardiovascular parameters using ballistocardiography. - Britt J. M. van Rooij; Kouhyar Tavakolian; Siamak Arzanpour; Andrew P. Blaber; Carole A. D. Leguy (EMBC, 2015)

Ballistocardiography and Seismocardiography: A Review of Recent Advances. - 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 (IEEE J. Biomed. Health Informatics, 2015)

Automatic Annotation of Seismocardiogram With High-Frequency Precordial Accelerations. - Farzad Khosrow-Khavar; Kouhyar Tavakolian; Andrew P. Blaber; John M. Zanetti; Reza Fazel-Rezai; Carlo Menon (IEEE J. Biomed. Health Informatics, 2015)

Increased Systolic Blood Pressure driven Skeletal Muscle activation Following Stroke: A causality analysis. - Nandu Goswami; Ajay K. Verma; Amanmeet Garg; Da Xu; Reza Fazel-Rezai; Kouhyar Tavakolian; Andrew P. Blaber (CinC, 2016)

Heart Sound Classification from Wavelet Decomposed Signal Using Morphological and Statistical Features. - Tamanna Tabassum Khan Munia; Kouhyar Tavakolian; Ajay K. Verma; Vahid Zakeri; Farzad Khosrow-Khavar; Reza Fazel-Rezai; Alireza Akhbardeh (CinC, 2016)

Measuring Left Ventricular Ejection Time Using Under-the-Mattress Sensor. - Itamar Sela; Zvika Shinar; Kouhyar Tavakolian (CinC, 2016)

Tremor quantification of Parkinson's disease - a pilot study. - Md Nafiul Alam; Benjamin D. Johnson; Jeffrey L. Gendreau; Kouhyar Tavakolian; Colin Combs; Reza Fazel-Rezai (EIT, 2016)

A review of methods and applications of brain computer interface systems. - Nasim Alamdari; Ali Haider; M. Riadh Arefin; Ajay K. Verma; Kouhyar Tavakolian; Reza Fazel-Rezai (EIT, 2016)

Detection and classification of acne lesions in acne patients: A mobile application. - Nasim Alamdari; Kouhyar Tavakolian; Minhal Alhashim; Reza Fazel-Rezai (EIT, 2016)

Ballistocardiogram signal as a measure of cardio-postural variation during orthostatic challenge. - Amanmeet Garg; Da Xu; Michelle Bruner; Andrew P. Blaber; Kouhyar Tavakolian (EIT, 2016)

Computer-assisted image processing technique for tracking wound progress. - Ali Haider; Minhal Alhashim; Kouhyar Tavakolian; Reza Fazel-Rezai (EIT, 2016)

Aviation navigation feedback device. - Benjamin D. Johnson; Jennifer Erickson; Charles Schneider; Md Nafiul Alam; David Glessing; Nicholas Wilson; Kouhyar Tavakolian; Reza Fazel-Rezai (EIT, 2016)

Neurocognitive deficits observed on high school football players with history of concussion: A preliminary study. - Tamanna T. K. Munia; Jeffrey L. Gendreau; Benjamin D. Johnson; Mark Romanick; Kouhyar Tavakolian; Reza Fazel-Rezai (EIT, 2016)

Causality detection in cardio-postural interaction under orthostatic stress induced by quiet standing using transfer entropy. - Ajay K. Verma; Amanmeet Garg; Andrew P. Blaber; Reza Fazel-Rezai; Kouhyar Tavakolian (EIT, 2016)

Automatic detection and severity measurement of eczema using image processing. - Md Nafiul Alam; Tamanna T. K. Munia; Kouhyar Tavakolian; Fartash Vasefi; Nick MacKinnon; Reza Fazel-Rezai (EMBC, 2016)

A morphological approach to detect respiratory phases of seismocardiogram. - Nasim Alamdari; Kouhyar Tavakolian; Vahid Zakeri; Reza Fazel-Rezai; Alireza Akhbardeh (EMBC, 2016)

Preliminary results of residual deficits observed in athletes with concussion history: Combined EEG and cognitive study. - Tamanna T. K. Munia; Jeffrey L. Gendreau; Ajay K. Verma; Benjamin D. Johnson; Mark Romanick; Kouhyar Tavakolian; Reza Fazel-Rezai (EMBC, 2016)

Analysis of causal cardio-postural interaction under orthostatic stress using convergent cross mapping. - Ajay K. Verma; Amanmeet Garg; Andrew P. Blaber; Reza Fazel-Rezai; Kouhyar Tavakolian (EMBC, 2016)

Challenges in Using Seismocardiography for Blood Pressure Monitoring. - Kasper Sørensen; Ajay K. Verma; Andrew P. Blaber; John M. Zanetti; Samuel Emil Schmidt; Johannes J. Struijk; Kouhyar Tavakolian (CinC, 2017)

Automatic and Robust Delineation of the Fiducial Points of the Seismocardiogram Signal for Noninvasive Estimation of Cardiac Time Intervals. - Farzad Khosrow-Khavar; Kouhyar Tavakolian; Andrew P. Blaber; Carlo Menon (IEEE Trans. Biomed. Eng., 2017)

A Hidden Markov Model for Seismocardiography. - Johan Wahlström; Isaac Skog; Peter Handel; Farzad Khosrow-Khavar; Kouhyar Tavakolian; Phyllis K. Stein; Arye Nehorai (IEEE Trans. Biomed. Eng., 2017)

Analyzing Seismocardiogram Cycles to Identify the Respiratory Phases. - Vahid Zakeri; Alireza Akhbardeh; Nasim Alamdari; Reza Fazel-Rezai; Mikko Paukkunen; Kouhyar Tavakolian (IEEE Trans. Biomed. Eng., 2017)

Application of Recurrent Neural Network for the Prediction of Target Non-Apneic Arousal Regions in Physiological Signals. - Naimahmed Nesaragi; Shubha Majumder; Ashish Sharma 007; Kouhyar Tavakolian; Shivnarayan Patidar (CinC, 2018)

Determining the Respiratory State From a Seismocardiographic Signal-A Machine Learning Approach. - Christian Ulrich; Martin Jensen; Rolf Hansen; Kouhyar Tavakolian; Farzad Khosrow-Khavar; Andrew P. Blaber; Kasper Sørensen; Samuel Emil Schmidt (CinC, 2018)

Early Identification of Bleeding: Past Achievement, Current Limitations & Future Development. - Shabaz Khan; Chunwu Wang; Kouhyar Tavakolian; Ajay K. Verma (EIT, 2018)

Early Prediction of Sepsis From Clinical Data Using Single Light-GBM Model. - Soufiane Chami; Kouhyar Tavakolian (CinC, 2019)

Estimation of Cardiac Time Intervals From the Mechanical Activity of the Heart Using Machine Learning. - Parastoo Dehkordi; Kouhyar Tavakolian; Te Zhao; Vahid Zakeri; Farzad Khosrow-Khavar (CinC, 2019)

Classification and Assessment of Hand Arthritis Stage using Support Vector Machine. - Farhad Akhbardeh; Fartash Vasefi; Nick MacKinnon; Mohammad Amini; Alireza Akhbardeh; Kouhyar Tavakolian (EMBC, 2019)

EEG-based Classification of Microsleep by Means of Feature Selection: An Application in Aviation. - Bijay Guragain; Ali Bahrami Rad; Chunwu Wang; Ajay K. Verma; Lewis Archer; Nicholas Wilson; Kouhyar Tavakolian (EMBC, 2019)

Temporal Changes of Fiducial Seismocardiogram Points Due to Different Sensor Placements on the Chest. - Rabie Fadil; Parshuram N. Aarotale; Bradley Hoffmann; Farzad Khosrow-Khavar; Zhen-Gang Xiao; Alireza Akhbardeh; Kouhyar Tavakolian (CinC, 2020)

Effect of Blood Volume Shift Simulated via Head-up Tilt on Photoplethysmography Morphology. - Parshuram N. Aarotale; Andrew P. Blaber; Kouhyar Tavakolian (EMBC, 2020)

Blending Human and Machine: Feasibility of Measuring Fatigue Through the Aviation Headset. - Nicholas Wilson; Bijay Guragain; Ajay K. Verma; Lewis Archer; Kouhyar Tavakolian (Hum. Factors, 2020)

Spectral Analysis of EEG During Microsleep Events Annotated via Driver Monitoring System to Characterize Drowsiness. - 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; et al. (IEEE Trans. Aerosp. Electron. Syst., 2020)

Respiratory Pump Contributions to Hemodynamic Responses in Lower-Body Negative Pressure: Preliminary Results. - Rabie Fadil; Andrew P. Blaber; Kouhyar Tavakolian (CinC, 2021)

Skeletal Muscle Pump Impairment in Parkinson's Disease: Preliminary Results. - Rabie Fadil; Asenath Huether; Robert Brunnemer; Andrew P. Blaber; Jau-Shin Lou; Kouhyar Tavakolian (CinC, 2021)

Early Detection of Parkinson's Disease Using Center of Pressure Data and Machine Learning. - Rabie Fadil; Asenath Huether; Robert Brunnemer; Andrew P. Blaber; Jau-Shin Lou; Kouhyar Tavakolian (EMBC, 2021)

FootAssure: A multimodal, in-home wound detection device for diabetic peripheral neuropathy. - Nischal Khanal; Rabie Fadil; Hamed Taheri Gorji; Bo Liang; Fartash Vasefi; Nicholas MacKinnon; Alireza Akhbardeh; Kouhyar Tavakolian (EMBC, 2021)

Handheld Multispectral Fluorescence Imaging System to Detect and Disinfect Surface Contamination. - 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; et al. (Sensors, 2021)

Applying Machine Learning for Intelligent Assessment of Wheelchair Cushions from Pressure Mapping Images. - Behnam Farahani; Rabie Fadil; Arina Aboonabi; Jane Loscheider; Kouhyar Tavakolian; Siamak Arzanpour (EMBC, 2022)

Fetal ECG Extraction From Maternal ECG Using Attention-Based CycleGAN. - MohammadReza Mohebbian; Seyed Shahim Vedaei; Khan A. Wahid; Anh Dinh; Hamid Reza Marateb; Kouhyar Tavakolian (IEEE J. Biomed. Health Informatics, 2022)

Introducing the Electromechanical Risk Factor Score Derived from Seismocardiography for Estimating the Likelihood of Coronary Artery Disease. - Parastoo Dehkordi; Kouhyar Tavakolian; Zhen-Gang Xiao; Farzad Khosrow-Khavar (CinC, 2023)

Predicting COVID-19 Hospital Stays with Kolmogorov-Gabor Polynomials: Charting the Future of Care. - Hamid Reza Marateb; Mina Norouzirad; Kouhyar Tavakolian; Faezeh Aminorroaya; MohammadReza Mohebbian; Miguel Ángel Mañanas; Sergio Romero Lafuente; Ramin Sami; Marjan Mansourian (Inf., 2023)

Rapid Assessment of Fish Freshness for Multiple Supply-Chain Nodes Using Multi-Mode Spectroscopy and Fusion-Based Artificial Intelligence. - Hossein Kashani Zadeh; Mike Hardy; Mitchell Sueker; Yicong Li 008; Angelis Tzouchas; Nicholas MacKinnon; Gregory Bearman; Simon A. Haughey; Alireza Akhbardeh; In-Suck Baek; Chansong Hwang; Jianwei Qin; et al. (Sensors, 2023)

A Novel Machine-Learning Framework Based on a Hierarchy of Dispute Models for the Identification of Fish Species Using Multi-Mode Spectroscopy. - 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; et al. (Sensors, 2023)

Federated Versus Central Machine Learning on Diabetic Foot Ulcer Images: Comparative Simulations. - Mahdi Saeedi; Hamed Taheri Gorji; Fartash Vasefi; Kouhyar Tavakolian (IEEE Access, 2024)