Ki H. Chon
Orcid: 0000-0002-4422-4837
According to our database1,
Ki H. Chon
authored at least 144 papers
between 1997 and 2024.
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Bibliography
2024
Atrial fibrillation detection on reconstructed photoplethysmography signals collected from a smartwatch using a denoising autoencoder.
Expert Syst. Appl., March, 2024
Analysis of sympathetic responses to cognitive stress and pain through skin sympathetic nerve activity and electrodermal activity.
Comput. Biol. Medicine, March, 2024
Noise Reduction in Photoplethysmography Signals Using a Convolutional Denoising Autoencoder With Unconventional Training Scheme.
IEEE Trans. Biomed. Eng., February, 2024
2023
Design and Evaluation of Deep Learning Models for Continuous Acute Pain Detection Based on Phasic Electrodermal Activity.
IEEE J. Biomed. Health Informatics, September, 2023
Genetic data visualization using literature text-based neural networks: Examples associated with myocardial infarction.
Neural Networks, August, 2023
Technology engagement is associated with higher perceived physical well-being in stroke patients prescribed smartwatches for atrial fibrillation detection.
Frontiers Digit. Health, March, 2023
A literature embedding model for cardiovascular disease prediction using risk factors, symptoms, and genotype information.
Expert Syst. Appl., March, 2023
Differentiating between stress- and EPT-induced electrodermal activity during dental examination.
Comput. Biol. Medicine, March, 2023
Deep cross-modal feature learning applied to predict acutely decompensated heart failure using in-home collected electrocardiography and transthoracic bioimpedance.
Artif. Intell. Medicine, 2023
Your Sympathetic Nervous System Becomes More Sensitive to Sleep Deprivation When You Speak.
Proceedings of the 19th IEEE International Conference on Body Sensor Networks, 2023
Comparative Analysis of ECG-derived Skin Nerve Activity and Electrodermal Activity for Assessing Sympathetic Activity.
Proceedings of the 19th IEEE International Conference on Body Sensor Networks, 2023
2022
Enhancing the accuracy of shock advisory algorithms in automated external defibrillators during ongoing cardiopulmonary resuscitation using a deep convolutional Encoder-Decoder filtering model.
Expert Syst. Appl., October, 2022
Optimized Signal Quality Assessment for Photoplethysmogram Signals Using Feature Selection.
IEEE Trans. Biomed. Eng., 2022
A Deep Convolutional Autoencoder for Automatic Motion Artifact Removal in Electrodermal Activity.
IEEE Trans. Biomed. Eng., 2022
Design and Validation of a Multimodal Wearable Device for Simultaneous Collection of Electrocardiogram, Electromyogram, and Electrodermal Activity.
Sensors, 2022
Comparison of Electrodermal Activity from Multiple Body Locations Based on Standard EDA Indices' Quality and Robustness against Motion Artifact.
Sensors, 2022
Development and Validation of a Digital Image Processing-Based Pill Detection Tool for an Oral Medication Self-Monitoring System.
Sensors, 2022
Autonomic Nervous System characterization in hyperbaric environments considering respiratory component and non-linear analysis of Heart Rate Variability.
Comput. Methods Programs Biomed., 2022
Automatic motion artifact detection in electrodermal activity data using machine learning.
Biomed. Signal Process. Control., 2022
Biomed. Signal Process. Control., 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
A Deep Convolutional Autoencoder for Automatic Motion Artifact Removal in Electrodermal Activity Signals: A Preliminary Study.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Improving the Accuracy of R-Peak Detection in a Wearable Armband Device for Daily Life Electrocardiogram Monitoring Using a Deep Convolutional Denoising Encoder-Decoder Network.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
IEEE Trans. Biomed. Eng., 2021
Sensitive Physiological Indices of Pain Based on Differential Characteristics of Electrodermal Activity.
IEEE Trans. Biomed. Eng., 2021
Novel Density Poincaré Plot Based Machine Learning Method to Detect Atrial Fibrillation From Premature Atrial/Ventricular Contractions.
IEEE Trans. Biomed. Eng., 2021
AR and ARMA model order selection for time-series modeling with ImageNet classification.
Signal Process., 2021
Real-Time High-Level Acute Pain Detection Using a Smartphone and a Wrist-Worn Electrodermal Activity Sensor.
Sensors, 2021
Automated Condition-Based Suppression of the CPR Artifact in ECG Data to Make a Reliable Shock Decision for AEDs during CPR.
Sensors, 2021
Comput. Methods Programs Biomed., 2021
Machine-Learning-Based Closed-Set Text-Independent Speaker Identification Using Speech Recorded During 25 Hours of Prolonged Wakefulness.
IEEE Access, 2021
Time-varying Spectral Index of Electrodermal Activity to Predict Central Nervous System Oxygen Toxicity Symptoms in Divers: Preliminary results.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Preliminary Analysis of the Risk Factor Identification Embedding Model for Cardiovascular Disease.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Female-male Differences Should be Considered in Physical Pain Quantification based on Electrodermal Activity: Preliminary Study.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
A Preliminary Study on Automatic Motion Artifact Detection in Electrodermal Activity Data Using Machine Learning.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
IEEE J. Biomed. Health Informatics, 2020
IEEE Trans. Biomed. Eng., 2020
Using the Redundant Convolutional Encoder-Decoder to Denoise QRS Complexes in ECG Signals Recorded with an Armband Wearable Device.
Sensors, 2020
Innovations in Electrodermal Activity Data Collection and Signal Processing: A Systematic Review.
Sensors, 2020
Premature Atrial and Ventricular Contraction Detection Using Photoplethysmographic Data from a Smartwatch.
Sensors, 2020
Machine Learning Models for the Classification of Sleep Deprivation Induced Performance Impairment During a Psychomotor Vigilance Task Using Indices of Eye and Face Tracking.
Frontiers Artif. Intell., 2020
Estimation of ARMA Model Order via Artificial Neural Network for Modeling Physiological Systems.
IEEE Access, 2020
Electrocardiogram Derived Respiration for Tracking Changes in Tidal Volume from a Wearable Armband.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Denoising Wearable Armband ECG Data Using the Variable Frequency Complex Demodulation Technique.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Digital Image Processing Features of Smartwatch Photoplethysmography for Cardiac Arrhythmia Detection.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Preliminary Results on Density Poincare Plot Based Atrial Fibrillation Detection from Premature Atrial/Ventricular Contractions<sup>*</sup>.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Smartphone Based Human Activity Recognition with Feature Selection and Dense Neural Network.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
An ECG-Based System for Respiratory Rate Estimation Tested on a Wearable Armband during Daily Life.
Proceedings of the Computing in Cardiology, 2020
2019
OxiMA: A Frequency-Domain Approach to Address Motion Artifacts in Photoplethysmograms for Improved Estimation of Arterial Oxygen Saturation and Pulse Rate.
IEEE Trans. Biomed. Eng., 2019
Analysis of Reproducibility of Noninvasive Measures of Sympathetic Autonomic Control Based on Electrodermal Activity and Heart Rate Variability.
IEEE Access, 2019
Heart Rate Tracking Using a Wearable Photoplethysmographic Sensor During Treadmill Exercise.
IEEE Access, 2019
An Accurate QRS Complex and P Wave Detection in ECG Signals Using Complete Ensemble Empirical Mode Decomposition with Adaptive Noise Approach.
IEEE Access, 2019
IEEE Access, 2019
IEEE Access, 2019
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
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
Feasibility of Long-Term Daily Life Electrocardiogram Monitoring Based on a Wearable Armband Device.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 46th Computing in Cardiology, 2019
Phasic Component of Electrodermal Activity is more Correlated to Brain Activity than Tonic Component.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019
2018
Analysis of Consistency of Transthoracic Bioimpedance Measurements Acquired with Dry Carbon Black PDMS Electrodes, Adhesive Electrodes, and Wet Textile Electrodes.
Sensors, 2018
Automated Method for Discrimination of Arrhythmias Using Time, Frequency, and Nonlinear Features of Electrocardiogram Signals.
Sensors, 2018
Human Performance Deterioration Due to Prolonged Wakefulness Can Be Accurately Detected Using Time-Varying Spectral Analysis of Electrodermal Activity.
Hum. Factors, 2018
Motion and Noise Artifact-Resilient Atrial Fibrillation Detection Using a Smartphone.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2018
A Novel Motion Artifact Detection Algorithm Based on Recurrence Plot Processing of Photoplethysmogram Signal.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2018
Increased Conductivity and Reduced Settling Time of Carbon-Based Electrodes By Addition of Sea Salt for Wearable Application.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the Computing in Cardiology, 2018
Proceedings of the 15th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2018
Preliminary results on transthoracic bioimpedance measurements with a variety of electrode materials.
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018
Developing a novel noise artifact detection algorithm for smartphone PPG signals: Preliminary results.
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018
2017
Tidal Volume and Instantaneous Respiration Rate Estimation using a Volumetric Surrogate Signal Acquired via a Smartphone Camera.
IEEE J. Biomed. Health Informatics, 2017
A Robust Motion Artifact Detection Algorithm for Accurate Detection of Heart Rates From Photoplethysmographic Signals Using Time-Frequency Spectral Features.
IEEE J. Biomed. Health Informatics, 2017
Detecting Interactions between the Renal Autoregulation Mechanisms in Time and Space.
IEEE Trans. Biomed. Eng., 2017
Testing the need for carbon in salt/adhesive electrodes for surface electromyography measurements: Preliminary results.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Impressions of Older Patients with Cardiovascular Diseases to Smart Devices for Heart Rhythm Monitoring.
Proceedings of the Second IEEE/ACM International Conference on Connected Health: Applications, 2017
2016
Estimation of Respiratory Rates Using the Built-in Microphone of a Smartphone or Headset.
IEEE J. Biomed. Health Informatics, 2016
Improving Pulse Rate Measurements during Random Motion Using a Wearable Multichannel Reflectance Photoplethysmograph.
Sensors, 2016
A Novel Time-Varying Spectral Filtering Algorithm for Reconstruction of Motion Artifact Corrupted Heart Rate Signals During Intense Physical Activities Using a Wearable Photoplethysmogram Sensor.
Sensors, 2016
Employing an Incentive Spirometer to Calibrate Tidal Volumes Estimated from a Smartphone Camera.
Sensors, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Motion and Noise Artifact-Resilient Atrial Fibrillation Detection Using a Smartphone.
Proceedings of the First IEEE International Conference on Connected Health: Applications, 2016
Heart Rate Monitoring During Intense Physical Activities Using a Motion Artifact Corrupted Signal Reconstruction Algorithm in Wearable Electrocardiogram Sensor.
Proceedings of the First IEEE International Conference on Connected Health: Applications, 2016
Detection of blood loss in trauma patients using time-frequency analysis of photoplethysmographic signal.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016
Motion and noise artifact-resilient atrial fibrillation detection algorithm for a smartphone.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016
2015
IEEE J. Biomed. Health Informatics, 2015
IEEE Trans. Biomed. Circuits Syst., 2015
Tidal Volume Estimation Using the Blanket Fractal Dimension of the Tracheal Sounds Acquired by Smartphone.
Sensors, 2015
2014
Segmentation of Renal Perfusion Signals From Laser Speckle Imaging Into Clusters With Phase Synchronized Dynamics.
IEEE Trans. Biomed. Eng., 2014
IEEE Trans. Biomed. Eng., 2014
Performance evaluation of carbon black based electrodes for underwater ECG monitoring.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Respiratory Rate Influence in the Resulting Magnitude of Pulse Photoplethysmogram Derived Respiration Signals.
Proceedings of the Computing in Cardiology, CinC 2014, 2014
2013
IEEE Trans. Biomed. Eng., 2013
Atrial flutter and atrial tachycardia detection using Bayesian approach with high resolution time-frequency spectrum from ECG recordings.
Biomed. Signal Process. Control., 2013
Proceedings of the 2013 IEEE International Conference on Body Sensor Networks, 2013
Proceedings of the 2013 IEEE International Conference on Body Sensor Networks, 2013
2012
IEEE Trans. Biomed. Eng., 2012
Automatic Motion and Noise Artifact Detection in Holter ECG Data Using Empirical Mode Decomposition and Statistical Approaches.
IEEE Trans. Biomed. Eng., 2012
Editorial: TBME Letters Special Section on Multiscale Biomedical Signal and Image Modeling and Analysis.
IEEE Trans. Biomed. Eng., 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
Statistical analysis of heart rate and heart rate variability monitoring through the use of smart phone cameras.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
A Novel Approach Using Time-Frequency Analysis of Pulse-Oximeter Data to Detect Progressive Hypovolemia in Spontaneously Breathing Healthy Subjects.
IEEE Trans. Biomed. Eng., 2011
Time-Varying Autoregressive Model-Based Multiple Modes Particle Filtering Algorithm for Respiratory Rate Extraction From Pulse Oximeter.
IEEE Trans. Biomed. Eng., 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Early detection of spontaneous blood loss using amplitude modulation of Photoplethysmogram.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Statistical approach for the detection of motion/noise artifacts in Photoplethysmogram.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Atrial Fibrillation detection using time-varying coherence function and Shannon Entropy.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Estimating Time-Varying Nonlinear Autoregressive Model Parameters by Minimizing Hypersurface Distance.
IEEE Trans. Biomed. Eng., 2010
An Autoregressive Model-Based Particle Filtering Algorithms for Extraction of Respiratory Rates as High as 90 Breaths Per Minute From Pulse Oximeter.
IEEE Trans. Biomed. Eng., 2010
Estimation of Respiratory Rate From ECG, Photoplethysmogram, and Piezoelectric Pulse Transducer Signals: A Comparative Study of Time-Frequency Methods.
IEEE Trans. Biomed. Eng., 2010
2009
Time-Varying Surrogate Data to Assess Nonlinearity in Nonstationary Time Series: Application to Heart Rate Variability.
IEEE Trans. Biomed. Eng., 2009
A Method for the Time-Varying Nonlinear Prediction of Complex Nonstationary Biomedical Signals.
IEEE Trans. Biomed. Eng., 2009
Estimation of Respiratory Rate From Photoplethysmogram Data Using Time-Frequency Spectral Estimation.
IEEE Trans. Biomed. Eng., 2009
2008
Statistical Approach to Quantify the Presence of Phase Coupling Using the Bispectrum.
IEEE Trans. Biomed. Eng., 2008
IEEE Trans. Biomed. Eng., 2008
2007
Representation of Time-Varying Nonlinear Systems With Time-Varying Principal Dynamic Modes.
IEEE Trans. Biomed. Eng., 2007
Time-Varying Causal Coherence Function and Its Application to Renal Blood Pressure and Blood Flow Data.
IEEE Trans. Biomed. Eng., 2007
2006
Frequency Modulation between Low- and High-Frequency Components of the Heart Rate Variability Spectrum May Indicate Sympathetic-Parasympathetic Nonlinear Interactions.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
A Portable, Low-cost, Battery-powered Wireless Monitoring System for Obtaining Varying Physiologic Parameters from Multiple Subjects.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
IEEE Trans. Syst. Man Cybern. Part B, 2005
Identification of transient renal autoregulatory mechanisms using time-frequency spectral techniques.
IEEE Trans. Biomed. Eng., 2005
Mutual information function assesses autonomic information flow of heart rate dynamics at different time scales.
IEEE Trans. Biomed. Eng., 2005
IEEE Trans. Biomed. Eng., 2005
2004
IEEE Trans. Biomed. Eng., 2004
Nonlinear analysis of the separate contributions of autonomic nervous systems to heart rate variability using principal dynamic modes.
IEEE Trans. Biomed. Eng., 2004
2003
Nonlinear autoregressive and nonlinear autoregressive moving average model parameter estimation by minimizing hypersurface distance.
IEEE Trans. Signal Process., 2003
2002
IEEE Trans. Biomed. Eng., 2002
2001
A new algorithm for linear and nonlinear ARMA model parameter estimation using affine geometry [and application to blood flow/pressure data].
IEEE Trans. Biomed. Eng., 2001
Accurate identification of periodic oscillations buried in white or colored noise using fast orthogonal search.
IEEE Trans. Biomed. Eng., 2001
2000
Modeling nonlinear Determinism in Short Time Series from noise Driven discrete and continuous Systems.
Int. J. Bifurc. Chaos, 2000
1998
Comparative nonlinear modeling of renal autoregulation in rats: Volterra approach versus artificial neural networks.
IEEE Trans. Neural Networks, 1998
1997
Linear and nonlinear ARMA model parameter estimation using an artificial neural network.
IEEE Trans. Biomed. Eng., 1997