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2020 – today
- 2024
[j17]Mahdi Saeedi
, Hamed Taheri Gorji, Fartash Vasefi, Kouhyar Tavakolian:
Federated Versus Central Machine Learning on Diabetic Foot Ulcer Images: Comparative Simulations. IEEE Access 12: 58960-58971 (2024)- 2023
- [j16]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): 590 (2023) - [j15]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): 5149 (2023) - [j14]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): 9062 (2023) - [c57]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: 1-4 - 2022
- [j13]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): 515-526 (2022) - [c56]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: 3772-3775 - 2021
- [j12]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): 7222 (2021) - [c55]Rabie Fadil, Andrew P. Blaber, Kouhyar Tavakolian:
Respiratory Pump Contributions to Hemodynamic Responses in Lower-Body Negative Pressure: Preliminary Results. CinC 2021: 1-4 - [c54]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: 1-4 - [c53]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: 2433-2436 - [c52]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: 4019-4022 - 2020
- [j11]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) - [j10]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): 1346-1356 (2020) - [c51]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: 1-4 - [c50]Parshuram N. Aarotale, Andrew P. Blaber, Kouhyar Tavakolian:
Effect of Blood Volume Shift Simulated via Head-up Tilt on Photoplethysmography Morphology. EMBC 2020: 2695-269
2010 – 2019
- 2019
- [c49]Soufiane Chami, Kouhyar Tavakolian:
Early Prediction of Sepsis From Clinical Data Using Single Light-GBM Model. CinC 2019: 1-4 - [c48]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: 1-4 - [c47]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: 4060-4063 - [c46]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: 4080-4083 - 2018
- [c45]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: 1-4 - [c44]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: 1-4 - [c43]Shabaz Khan, Chunwu Wang, Kouhyar Tavakolian, Ajay K. Verma:
Early Identification of Bleeding: Past Achievement, Current Limitations & Future Development. EIT 2018: 917-922 - 2017
- [j9]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): 1701-1710 (2017) - [j8]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): 1786-1792 (2017) - [j7]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): 2361-2372 (2017) - [c42]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 - 2016
- [c41]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 - [c40]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 - [c39]Itamar Sela, Zvika Shinar, Kouhyar Tavakolian:
Measuring Left Ventricular Ejection Time Using Under-the-Mattress Sensor. CinC 2016 - [c38]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: 345-350 - [c37]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: 434-437 - [c36]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: 633-637 - [c35]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: 734-738 - [c34]Nasim Alamdari, Kouhyar Tavakolian, Minhal Alhashim, Reza Fazel-Rezai:
Detection and classification of acne lesions in acne patients: A mobile application. EIT 2016: 739-743 - [c33]Ali Haider, Minhal Alhashim, Kouhyar Tavakolian, Reza Fazel-Rezai:
Computer-assisted image processing technique for tracking wound progress. EIT 2016: 750-754 - [c32]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: 755-759 - [c31]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: 760-764 - [c30]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: 41-44 - [c29]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: 1365-1368 - [c28]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: 2319-2322 - [c27]Nasim Alamdari, Kouhyar Tavakolian, Vahid Zakeri, Reza Fazel-Rezai, Alireza Akhbardeh:
A morphological approach to detect respiratory phases of seismocardiogram. EMBC 2016: 4272-4275 - 2015
- [j6]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): 1414-1427 (2015) - [j5]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): 1428-1434 (2015) - [c26]Alexandre Laurin, Kouhyar Tavakolian, Farzad Khosrow-Khavar, Andrew P. Blaber:
Accurate and consistent automatic seismocardiogram annotation without concurrent ECG. CinC 2015: 25-28 - [c25]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: 37-40 - [c24]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: 65-68 - [c23]Vahid Zakeri, Kouhyar Tavakolian:
Identification of Respiratory Phases Using Seismocardiogram: A Machine Learning Approach. CinC 2015: 305-308 - [c22]Ajay K. Verma, Amanmeet Garg, Andrew P. Blaber, Reza Fazel-Rezai, Kouhyar Tavakolian:
Causality in the Cardio-Postural Interactions During Quiet Stance. CinC 2015: 373-376 - [c21]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: 1247-1250 - [c20]M. Riadh Arefin, Kouhyar Tavakolian, Reza Fazel-Rezai:
QRS complex detection in ECG signal for wearable devices. EMBC 2015: 5940-5943 - [c19]Farhad Akhbardeh, Fartash Vasefi, Kouhyar Tavakolian, David Bradley, Reza Fazel-Rezai:
Toward development of mobile application for hand arthritis screening. EMBC 2015: 7075-7078 - [c18]Farzad Khosrow-Khavar, Kouhyar Tavakolian, Carlo Menon:
Moving toward automatic and standalone delineation of seismocardiogram signal. EMBC 2015: 7163-7166 - 2014
- [j4]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): 653-661 (2014) - [j3]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): 313-324 (2014) - [c17]Kian Davoudi, Moein Shayeganyan, Kouhyar Tavakolian, Bozena Kaminska:
Mechanically Flexiable Biosensor for Detection of Photoplethysography. BIODEVICES 2014: 159-164 - [c16]Mohammadreza Ravanfar, M. Riadh Arefin, Kouhyar Tavakolian, Reza Fazel-Rezai:
Electrocardiogram Baseline Wander Removal based on Empirical Mode Decomposition. CinC 2014: 45-48 - [c15]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: 6092-6095 - 2013
- [c14]Alexandre Laurin, Andrew P. Blaber, Kouhyar Tavakolian:
Seismocardiograms return Valid Heart Rate Variability Measures. CinC 2013: 413-416 - [c13]Kouhyar Tavakolian, Guy Albert Dumont, Andrew P. Blaber:
Analysis of Seismocardiogram Capability for Prediction of Mild to Moderate Hemorrhage: Preliminary Results. CinC 2013: 1107-1110 - [c12]John M. Zanetti, Kouhyar Tavakolian:
Seismocardiography: Past, present and future. EMBC 2013: 7004-7007 - [c11]Farzad Khosrow-Khavar, Kouhyar Tavakolian, Maxim Soleimani-Nouri, Bozena Kaminska, Carlo Menon:
A new seismocardiography segmentation algorithm for diastolic timed vibrations. EMBC 2013: 7278-7281 - 2012
- [c10]Kouhyar Tavakolian, Farzad Khosrow-Khavar, Behrad Kajbafzadeh, Marcin Marzencki, Shadi Rohani, Bozena Kaminska, Carlo Menon:
Seismocardiographic adjustment of diastolic timed vibrations. EMBC 2012: 3797-3800 - [c9]Kouhyar Tavakolian, Gonzalo Portacio, Niloufar R. Tamddondoust, Graeme Jahns, Brandon Ngai, Guy Albert Dumont, Andrew P. Blaber:
Myocardial contractility: A seismocardiography approach. EMBC 2012: 3801-3804 - [c8]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: 6345-6348 - 2011
- [j2]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): 445-455 (2011) - [c7]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: 355-365 - [c6]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: 2480-2483 - [c5]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: 3824-3827 - [c4]Kouhyar Tavakolian, Brandon Ngai, Andrew P. Blaber, Bozena Kaminska:
Infrasonic cardiac signals: Complementary windows to cardiovascular dynamics. EMBC 2011: 4275-4278 - 2010
- [j1]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): 281-294 (2010)
2000 – 2009
- 2008
- [c3]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: 131-133 - 2006
- [c2]Kouhyar Tavakolian, Bozena Kaminska, Teimour Maleki Jafarabadi:
Novel Micromachined Valved Glaucoma Drainage Devices. EMBC 2006: 6364-6369 - 2004
- [c1]Kouhyar Tavakolian, Ali Motie Nasrabadi, Siamak Rezaei:
Selecting better EEG channels for classification of mental tasks. ISCAS (3) 2004: 537-540
Coauthor Index
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