Kouhyar Tavakolian

Orcid: 0000-0001-5785-358X

According to our database1, Kouhyar Tavakolian authored at least 73 papers between 2004 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

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
Fetal ECG Extraction From Maternal ECG Using Attention-Based CycleGAN.
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

Skeletal Muscle Pump Impairment in Parkinson's Disease: Preliminary Results.
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

Classification and Assessment of Hand Arthritis Stage using Support Vector Machine.
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

Early Prediction of Sepsis From Clinical Data Using Single Light-GBM Model.
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
Analyzing Seismocardiogram Cycles to Identify the Respiratory Phases.
IEEE Trans. Biomed. Eng., 2017

A Hidden Markov Model for Seismocardiography.
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

Challenges in Using Seismocardiography for Blood Pressure Monitoring.
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

A morphological approach to detect respiratory phases of seismocardiogram.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Automatic detection and severity measurement of eczema using image processing.
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

Aviation navigation feedback device.
Proceedings of the 2016 IEEE International Conference on Electro Information Technology, 2016

Computer-assisted image processing technique for tracking wound progress.
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

Detection and classification of acne lesions in acne patients: A mobile application.
Proceedings of the 2016 IEEE International Conference on Electro Information Technology, 2016

A review of methods and applications of brain computer interface systems.
Proceedings of the 2016 IEEE International Conference on Electro Information Technology, 2016

Tremor quantification of Parkinson's disease - a pilot study.
Proceedings of the 2016 IEEE International Conference on Electro Information Technology, 2016

Measuring Left Ventricular Ejection Time Using Under-the-Mattress Sensor.
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

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

Non-invasive estimation of cardiovascular parameters using ballistocardiography.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Moving toward automatic and standalone delineation of seismocardiogram signal.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

QRS complex detection in ECG signal for wearable devices.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Toward development of mobile application for hand arthritis screening.
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

Causality in the Cardio-Postural Interactions During Quiet Stance.
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

Assessment of respiratory flow and efforts using upper-body acceleration.
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

Electrocardiogram Baseline Wander Removal based on Empirical Mode Decomposition.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

Mechanically Flexiable Biosensor for Detection of Photoplethysography.
Proceedings of the BIODEVICES 2014, 2014

2013
Seismocardiography: Past, present and future.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

A new seismocardiography segmentation algorithm for diastolic timed vibrations.
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

Seismocardiograms return Valid Heart Rate Variability Measures.
Proceedings of the Computing in Cardiology, 2013

2012
Myocardial contractility: A seismocardiography approach.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Seismocardiographic adjustment of diastolic timed vibrations.
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

Infrasonic cardiac signals: Complementary windows to cardiovascular dynamics.
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
An Objective Approach towards Assessment of the Physiological Age of Heart.
Proceedings of the AI in Eldercare: New Solutions to Old Problems, 2008

2006
Novel Micromachined Valved Glaucoma Drainage Devices.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2004
Selecting better EEG channels for classification of mental tasks.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004


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