Kouhyar Tavakolian
Orcid: 0000-0001-5785-358X
According to our database1,
Kouhyar Tavakolian
authored at least 74 papers
between 2004 and 2024.
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Bibliography
2024
Federated Versus Central Machine Learning on Diabetic Foot Ulcer Images: Comparative Simulations.
IEEE Access, 2024
2023
A Novel Machine-Learning Framework Based on a Hierarchy of Dispute Models for the Identification of Fish Species Using Multi-Mode Spectroscopy.
Sensors, November, 2023
Rapid Assessment of Fish Freshness for Multiple Supply-Chain Nodes Using Multi-Mode Spectroscopy and Fusion-Based Artificial Intelligence.
Sensors, 2023
Predicting COVID-19 Hospital Stays with Kolmogorov-Gabor Polynomials: Charting the Future of Care.
Inf., 2023
Introducing the Electromechanical Risk Factor Score Derived from Seismocardiography for Estimating the Likelihood of Coronary Artery Disease.
Proceedings of the Computing in Cardiology, 2023
2022
IEEE J. Biomed. Health Informatics, 2022
Applying Machine Learning for Intelligent Assessment of Wheelchair Cushions from Pressure Mapping Images.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
Handheld Multispectral Fluorescence Imaging System to Detect and Disinfect Surface Contamination.
Sensors, 2021
FootAssure: A multimodal, in-home wound detection device for diabetic peripheral neuropathy.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Early Detection of Parkinson's Disease Using Center of Pressure Data and Machine Learning.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021
Respiratory Pump Contributions to Hemodynamic Responses in Lower-Body Negative Pressure: Preliminary Results.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021
2020
Spectral Analysis of EEG During Microsleep Events Annotated via Driver Monitoring System to Characterize Drowsiness.
IEEE Trans. Aerosp. Electron. Syst., 2020
Blending Human and Machine: Feasibility of Measuring Fatigue Through the Aviation Headset.
Hum. Factors, 2020
Effect of Blood Volume Shift Simulated via Head-up Tilt on Photoplethysmography Morphology.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Temporal Changes of Fiducial Seismocardiogram Points Due to Different Sensor Placements on the Chest.
Proceedings of the Computing in Cardiology, 2020
2019
EEG-based Classification of Microsleep by Means of Feature Selection: An Application in Aviation.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Estimation of Cardiac Time Intervals From the Mechanical Activity of the Heart Using Machine Learning.
Proceedings of the 46th Computing in Cardiology, 2019
Proceedings of the 46th Computing in Cardiology, 2019
2018
Early Identification of Bleeding: Past Achievement, Current Limitations & Future Development.
Proceedings of the 2018 IEEE International Conference on Electro/Information Technology, 2018
Determining the Respiratory State From a Seismocardiographic Signal-A Machine Learning Approach.
Proceedings of the Computing in Cardiology, 2018
Application of Recurrent Neural Network for the Prediction of Target Non-Apneic Arousal Regions in Physiological Signals.
Proceedings of the Computing in Cardiology, 2018
2017
IEEE Trans. Biomed. Eng., 2017
Automatic and Robust Delineation of the Fiducial Points of the Seismocardiogram Signal for Noninvasive Estimation of Cardiac Time Intervals.
IEEE Trans. Biomed. Eng., 2017
Proceedings of the Computing in Cardiology, 2017
2016
Analysis of causal cardio-postural interaction under orthostatic stress using convergent cross mapping.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Preliminary results of residual deficits observed in athletes with concussion history: Combined EEG and cognitive study.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Causality detection in cardio-postural interaction under orthostatic stress induced by quiet standing using transfer entropy.
Proceedings of the 2016 IEEE International Conference on Electro Information Technology, 2016
Neurocognitive deficits observed on high school football players with history of concussion: A preliminary study.
Proceedings of the 2016 IEEE International Conference on Electro Information Technology, 2016
Proceedings of the 2016 IEEE International Conference on Electro Information Technology, 2016
Proceedings of the 2016 IEEE International Conference on Electro Information Technology, 2016
Ballistocardiogram signal as a measure of cardio-postural variation during orthostatic challenge.
Proceedings of the 2016 IEEE International Conference on Electro Information Technology, 2016
Proceedings of the 2016 IEEE International Conference on Electro Information Technology, 2016
Proceedings of the 2016 IEEE International Conference on Electro Information Technology, 2016
Proceedings of the 2016 IEEE International Conference on Electro Information Technology, 2016
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
Heart Sound Classification from Wavelet Decomposed Signal Using Morphological and Statistical Features.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
Increased Systolic Blood Pressure driven Skeletal Muscle activation Following Stroke: A causality analysis.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
2015
Automatic Annotation of Seismocardiogram With High-Frequency Precordial Accelerations.
IEEE J. Biomed. Health Informatics, 2015
IEEE J. Biomed. Health Informatics, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Identification of Respiratory Phases Using Seismocardiogram: A Machine Learning Approach.
Proceedings of the Computing in Cardiology, 2015
Proceedings of the Computing in Cardiology, 2015
Pulse Transit Time Extraction from Seismocardiogram and its Relationship with Pulse Pressure.
Proceedings of the Computing in Cardiology, 2015
Accurate and consistent automatic seismocardiogram annotation without concurrent ECG.
Proceedings of the Computing in Cardiology, 2015
Using Electromechanical Signals Recorded from the Body for Respiratory Phase Detection and Respiratory Time Estimation: A Comparative Study.
Proceedings of the Computing in Cardiology, 2015
2014
Diastolic Timed Vibrator: Noninvasive Pre-Hospitalization Treatment of Acute Coronary Ischemia.
IEEE Trans. Biomed. Circuits Syst., 2014
Medical Biol. Eng. Comput., 2014
Preliminary results on quantification of seismocardiogram morphological changes, using principal component analysis.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the Computing in Cardiology, CinC 2014, 2014
Proceedings of the BIODEVICES 2014, 2014
2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Analysis of Seismocardiogram Capability for Prediction of Mild to Moderate Hemorrhage: Preliminary Results.
Proceedings of the Computing in Cardiology, 2013
Proceedings of the Computing in Cardiology, 2013
2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Monitoring torso acceleration for estimating the respiratory flow and efforts for sleep apnea detection.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Evaluation of a Novel Integrated Sensor System for Synchronous Measurement of Cardiac Vibrations and Cardiac Potentials.
J. Medical Syst., 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Preferred patterns of diastolic timed vibrations for pre-hospitalization treatment of acute coronary ischemia.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Validation of respiratory signal derived from suprasternal notch acceleration for sleep apnea detection.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Diastolic Timed Vibrator: Applying Direct Vibration in Diastole to Patients with Acute Coronary Ischemia during the Pre-hospitalization Phase.
Proceedings of the Autonomous and Intelligent Systems - Second International Conference, 2011
2010
Mechanically Flexible Wireless Multisensor Platform for Human Physical Activity and Vitals Monitoring.
IEEE Trans. Biomed. Circuits Syst., 2010
2008
Proceedings of the AI in Eldercare: New Solutions to Old Problems, 2008
2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2004
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004