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Journal Articles
- 2024
[j92]Farnoush Baghestani
, Youngsun Kong, William D'Angelo, Ki H. Chon:
Analysis of sympathetic responses to cognitive stress and pain through skin sympathetic nerve activity and electrodermal activity. Comput. Biol. Medicine 170: 108070 (2024)- [j91]Mahdi Pirayesh Shirazi Nejad, Vadym Kargin, Shirin Hajeb-Mohammadalipour, David Hicks, Matt Valentine, Ki H. Chon:
Enhancing the accuracy of shock advisory algorithms in automated external defibrillators during ongoing cardiopulmonary resuscitation using a cascade of CNNEDs. Comput. Biol. Medicine 172: 108180 (2024) - [j90]Jaechan Lim, Dong Han, Mahdi Pirayesh Shirazi Nejad, Ki H. Chon:
ECG classification via integration of adaptive beat segmentation and relative heart rate with deep learning networks. Comput. Biol. Medicine 181: 109062 (2024) - [j89]Youngsun Kong, Md Billal Hossain, Andrew Peitzsch, Hugo F. Posada-Quintero, Ki H. Chon:
Automatic motion artifact detection in electrodermal activity signals using 1D U-net architecture. Comput. Biol. Medicine 182: 109139 (2024) - [j88]Fahimeh Mohagheghian, Dong Han, Om Ghetia, Darren Chen, Andrew Peitzsch, Nishat Nishita, Eric Ding, Edith Mensah Otabil, Kamran Noorishirazi, Alexander Hamel, Emily L. Dickson, Danielle DiMezza, Khanh-Van Tran, David D. McManus, Ki H. Chon:
Atrial fibrillation detection on reconstructed photoplethysmography signals collected from a smartwatch using a denoising autoencoder. Expert Syst. Appl. 237(Part C): 121611 (2024) - [j87]Fahimeh Mohagheghian, Dong Han, Om Ghetia, Andrew Peitzsch, Nishat Nishita, Mahdi Pirayesh Shirazi Nejad, Eric Y. Ding, Kamran Noorishirazi, Alexander Hamel, Edith Mensah Otabil, Danielle DiMezza, Emily L. Dickson, Khanh-Van Tran, David D. McManus, Ki H. Chon:
Noise Reduction in Photoplethysmography Signals Using a Convolutional Denoising Autoencoder With Unconventional Training Scheme. IEEE Trans. Biomed. Eng. 71(2): 456-466 (2024) - [j86]Jesús Lázaro, Natasa Reljin, Raquel Bailón, Eduardo Gil, Yeonsik Noh, Pablo Laguna, Ki H. Chon:
Tracking Tidal Volume From Holter and Wearable Armband Electrocardiogram Monitoring. IEEE J. Biomed. Health Informatics 28(6): 3457-3465 (2024) - 2023
- [j85]Xiang Pan, Chuangqi Wang, Yudong Yu, Natasa Reljin, David D. McManus, Chad E. Darling, Ki H. Chon, Yitzhak Mendelson, Kwonmoo Lee:
Deep cross-modal feature learning applied to predict acutely decompensated heart failure using in-home collected electrocardiography and transthoracic bioimpedance. Artif. Intell. Medicine 140: 102548 (2023) - [j84]Youngsun Kong, Hugo F. Posada-Quintero, Hanh Tran, Ankur Talati, Thomas J. Acquista, I-Ping Chen, Ki H. Chon:
Differentiating between stress- and EPT-induced electrodermal activity during dental examination. Comput. Biol. Medicine 155: 106695 (2023) - [j83]Jihye Moon, Hugo F. Posada-Quintero, Ki H. Chon:
A literature embedding model for cardiovascular disease prediction using risk factors, symptoms, and genotype information. Expert Syst. Appl. 213(Part C): 118930 (2023) - [j82]Edith Mensah Otabil, Qiying Dai, Paula Anzenberg, Andreas Filippaios, Eric Ding, Jordy Mehawej, Joanne E. Mathew, Darleen Lessard, Ziyue Wang, Kamran Noorishirazi, Alexander Hamel, Tenes Paul, Danielle DiMezza, Dong Han, Fahimeh Mohagheghian, Apurv Soni, Honghuang Lin, Bruce Barton, Jane Saczynski, Ki H. Chon, Khanh-Van Tran, David D. McManus:
Technology engagement is associated with higher perceived physical well-being in stroke patients prescribed smartwatches for atrial fibrillation detection. Frontiers Digit. Health 5 (2023) - [j81]Jihye Moon, Hugo F. Posada-Quintero, Ki H. Chon:
Genetic data visualization using literature text-based neural networks: Examples associated with myocardial infarction. Neural Networks 165: 562-595 (2023) - [j80]Javier O. Pinzón Arenas, Youngsun Kong, Ki H. Chon, Hugo F. Posada-Quintero:
Design and Evaluation of Deep Learning Models for Continuous Acute Pain Detection Based on Phasic Electrodermal Activity. IEEE J. Biomed. Health Informatics 27(9): 4250-4260 (2023) - 2022
- [j79]Md Billal Hossain, Hugo F. Posada-Quintero, Youngsun Kong, Riley Q. McNaboe, Ki H. Chon:
Automatic motion artifact detection in electrodermal activity data using machine learning. Biomed. Signal Process. Control. 74: 103483 (2022) - [j78]Matthew S. Daley, Krystina Diaz, Hugo F. Posada-Quintero, Youngsun Kong, Ki H. Chon, Jeffrey B. Bolkhovsky:
Archetypal physiological responses to prolonged wakefulness. Biomed. Signal Process. Control. 74: 103529 (2022) - [j77]Alberto Hernando, Hugo F. Posada-Quintero, María Dolores Peláez-Coca, Eduardo Gil, Ki H. Chon:
Autonomic Nervous System characterization in hyperbaric environments considering respiratory component and non-linear analysis of Heart Rate Variability. Comput. Methods Programs Biomed. 214: 106527 (2022) - [j76]Shirin Hajeb-Mohammadalipour, Alicia Cascella, Matt Valentine, Ki H. Chon:
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. 203: 117499 (2022) - [j75]Jannis Holtkötter, Rita Amaral, Rute Almeida, Cristina Jácome, Ricardo Cardoso, Ana Pereira, Mariana Pereira, Ki H. Chon, João Almeida Fonseca:
Development and Validation of a Digital Image Processing-Based Pill Detection Tool for an Oral Medication Self-Monitoring System. Sensors 22(8): 2958 (2022) - [j74]Md Billal Hossain, Youngsun Kong, Hugo F. Posada-Quintero, Ki H. Chon:
Comparison of Electrodermal Activity from Multiple Body Locations Based on Standard EDA Indices' Quality and Robustness against Motion Artifact. Sensors 22(9): 3177 (2022) - [j73]Riley Q. McNaboe, Luke Beardslee, Youngsun Kong, Brittany N. Smith, I-Ping Chen, Hugo F. Posada-Quintero, Ki H. Chon:
Design and Validation of a Multimodal Wearable Device for Simultaneous Collection of Electrocardiogram, Electromyogram, and Electrodermal Activity. Sensors 22(22): 8851 (2022) - [j72]Fahimeh Mohagheghian, Dong Han, Andrew Peitzsch, Nishat Nishita, Eric Ding, Emily L. Dickson, Danielle DiMezza, Edith Mensah Otabil, Kamran Noorishirazi, Jessica Scott, Darleen Lessard, Ziyue Wang, Cody Whitcomb, Khanh-Van Tran, Timothy P. Fitzgibbons, David D. McManus, Ki H. Chon:
Optimized Signal Quality Assessment for Photoplethysmogram Signals Using Feature Selection. IEEE Trans. Biomed. Eng. 69(9): 2982-2993 (2022) - [j71]Md Billal Hossain, Hugo F. Posada-Quintero, Ki H. Chon:
A Deep Convolutional Autoencoder for Automatic Motion Artifact Removal in Electrodermal Activity. IEEE Trans. Biomed. Eng. 69(12): 3601-3611 (2022) - 2021
- [j70]Youngsun Kong, Hugo F. Posada-Quintero, Matthew S. Daley, Jeffrey Bolkhovsky, Ki H. Chon:
Machine-Learning-Based Closed-Set Text-Independent Speaker Identification Using Speech Recorded During 25 Hours of Prolonged Wakefulness. IEEE Access 9: 96890-96897 (2021) - [j69]Md Billal Hossain, Syed Khairul Bashar, Jesús Lázaro, Natasa Reljin, Yeon-Sik Noh, Ki H. Chon:
A robust ECG denoising technique using variable frequency complex demodulation. Comput. Methods Programs Biomed. 200: 105856 (2021) - [j68]Youngsun Kong, Hugo F. Posada-Quintero, Ki H. Chon:
Real-Time High-Level Acute Pain Detection Using a Smartphone and a Wrist-Worn Electrodermal Activity Sensor. Sensors 21(12): 3956 (2021) - [j67]Shirin Hajeb-Mohammadalipour, Alicia Cascella, Matt Valentine, Ki H. Chon:
Automated Condition-Based Suppression of the CPR Artifact in ECG Data to Make a Reliable Shock Decision for AEDs during CPR. Sensors 21(24): 8210 (2021) - [j66]Jihye Moon, Md Billal Hossain, Ki H. Chon:
AR and ARMA model order selection for time-series modeling with ImageNet classification. Signal Process. 183: 108026 (2021) - [j65]Syed Khairul Bashar, Dong Han, Fearass Zieneddin, Eric Ding, Timothy P. Fitzgibbons, Allan J. Walkey, David D. McManus, Bahram Javidi, Ki H. Chon:
Novel Density Poincaré Plot Based Machine Learning Method to Detect Atrial Fibrillation From Premature Atrial/Ventricular Contractions. IEEE Trans. Biomed. Eng. 68(2): 448-460 (2021) - [j64]Jesús Lázaro, Natasa Reljin, Raquel Bailón, Eduardo Gil, Yeon-Sik Noh, Pablo Laguna, Ki H. Chon:
Electrocardiogram Derived Respiratory Rate Using a Wearable Armband. IEEE Trans. Biomed. Eng. 68(3): 1056-1065 (2021) - [j63]Youngsun Kong, Hugo F. Posada-Quintero, Ki H. Chon:
Sensitive Physiological Indices of Pain Based on Differential Characteristics of Electrodermal Activity. IEEE Trans. Biomed. Eng. 68(10): 3122-3130 (2021) - 2020
- [j62]Md Billal Hossain, Jihye Moon, Ki H. Chon:
Estimation of ARMA Model Order via Artificial Neural Network for Modeling Physiological Systems. IEEE Access 8: 186813-186820 (2020) - [j61]Matthew S. Daley, David Gever, Hugo F. Posada-Quintero, Youngsun Kong, Ki H. Chon, Jeffrey B. Bolkhovsky:
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. 3: 17 (2020) - [j60]Hugo F. Posada-Quintero, Ki H. Chon:
Innovations in Electrodermal Activity Data Collection and Signal Processing: A Systematic Review. Sensors 20(2): 479 (2020) - [j59]Natasa Reljin, Jesús Lázaro, Md Billal Hossain, Yeon-Sik Noh, Chae Ho Cho, Ki H. Chon:
Using the Redundant Convolutional Encoder-Decoder to Denoise QRS Complexes in ECG Signals Recorded with an Armband Wearable Device. Sensors 20(16): 4611 (2020) - [j58]Dong Han, Syed Khairul Bashar, Fahimeh Mohagheghian, Eric Ding, Cody Whitcomb, David D. McManus, Ki H. Chon:
Premature Atrial and Ventricular Contraction Detection Using Photoplethysmographic Data from a Smartwatch. Sensors 20(19): 5683 (2020) - [j57]Jesús Lázaro, Natasa Reljin, Md Billal Hossain, Yeon-Sik Noh, Pablo Laguna, Ki H. Chon:
Wearable Armband Device for Daily Life Electrocardiogram Monitoring. IEEE Trans. Biomed. Eng. 67(12): 3464-3473 (2020) - [j56]Syed Khairul Bashar, Md Billal Hossain, Eric Ding, Allan J. Walkey, David D. McManus, Ki H. Chon:
Atrial Fibrillation Detection During Sepsis: Study on MIMIC III ICU Data. IEEE J. Biomed. Health Informatics 24(11): 3124-3135 (2020) - 2019
- [j55]Syed Khairul Bashar, Yeon-Sik Noh, Allan J. Walkey, David D. McManus, Ki H. Chon:
VERB: VFCDM-Based Electrocardiogram Reconstruction and Beat Detection Algorithm. IEEE Access 7: 13856-13866 (2019) - [j54]Hugo F. Posada-Quintero, Tanya Dimitrov, Aurelie Moutran, Seohyoung Park, Ki H. Chon:
Analysis of Reproducibility of Noninvasive Measures of Sympathetic Autonomic Control Based on Electrodermal Activity and Heart Rate Variability. IEEE Access 7: 22523-22531 (2019) - [j53]Syed Khairul Bashar, Eric Ding, Allan J. Walkey, David D. McManus, Ki H. Chon:
Noise Detection in Electrocardiogram Signals for Intensive Care Unit Patients. IEEE Access 7: 88357-88368 (2019) - [j52]Md Billal Hossain, Syed Khairul Bashar, Allan J. Walkey, David D. McManus, Ki H. Chon:
An Accurate QRS Complex and P Wave Detection in ECG Signals Using Complete Ensemble Empirical Mode Decomposition with Adaptive Noise Approach. IEEE Access 7: 128869-128880 (2019) - [j51]Youngsun Kong, Ki H. Chon:
Heart Rate Tracking Using a Wearable Photoplethysmographic Sensor During Treadmill Exercise. IEEE Access 7: 152421-152428 (2019) - [j50]Joshua R. Harvey, Seyed M. A. Salehizadeh, Yitzhak Mendelson, Ki H. Chon:
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. 66(2): 311-318 (2019) - 2018
- [j49]Jo Woon Chong, Chae Ho Cho, Fatemehsadat Tabei, Duy Le-Anh, Nada Esa, David D. McManus, Ki H. Chon:
Motion and Noise Artifact-Resilient Atrial Fibrillation Detection Using a Smartphone. IEEE J. Emerg. Sel. Topics Circuits Syst. 8(2): 230-239 (2018) - [j48]Hugo F. Posada-Quintero, Jeffrey B. Bolkhovsky, Michael Qin, Ki H. Chon:
Human Performance Deterioration Due to Prolonged Wakefulness Can Be Accurately Detected Using Time-Varying Spectral Analysis of Electrodermal Activity. Hum. Factors 60(7): 1035-1047 (2018) - [j47]Hugo F. Posada-Quintero, Natasa Reljin, Caitlin Eaton Robb, Yeon-Sik Noh, Jarno Riistama, Ki H. Chon:
Analysis of Consistency of Transthoracic Bioimpedance Measurements Acquired with Dry Carbon Black PDMS Electrodes, Adhesive Electrodes, and Wet Textile Electrodes. Sensors 18(6): 1719 (2018) - [j46]Shirin Hajeb Mohammad Alipour, Mohsen Ahmadi, Reza Shahghadami, Ki H. Chon:
Automated Method for Discrimination of Arrhythmias Using Time, Frequency, and Nonlinear Features of Electrocardiogram Signals. Sensors 18(7): 2090 (2018) - 2017
- [j45]Christopher G. Scully, Nicholas Mitrou, Branko Braam, William A. Cupples, Ki H. Chon:
Detecting Interactions between the Renal Autoregulation Mechanisms in Time and Space. IEEE Trans. Biomed. Eng. 64(3): 690-698 (2017) - [j44]Bersain Alexander Reyes, Natasa Reljin, Youngsun Kong, Yunyoung Nam, Ki H. Chon:
Tidal Volume and Instantaneous Respiration Rate Estimation using a Volumetric Surrogate Signal Acquired via a Smartphone Camera. IEEE J. Biomed. Health Informatics 21(3): 764-777 (2017) - [j43]Duy Dao, Seyed M. A. Salehizadeh, Yeon-Sik Noh, Jo Woon Chong, Chae Ho Cho, David D. McManus, Chad E. Darling, Yitzhak Mendelson, Ki H. Chon:
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 21(5): 1242-1253 (2017) - 2016
- [j42]Seyed M. A. Salehizadeh, Duy Dao, Jeffrey Bolkhovsky, Chae Ho Cho, Yitzhak Mendelson, Ki H. Chon:
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 16(1): 10 (2016) - [j41]Kristen M. Warren, Joshua R. Harvey, Ki H. Chon, Yitzhak Mendelson:
Improving Pulse Rate Measurements during Random Motion Using a Wearable Multichannel Reflectance Photoplethysmograph. Sensors 16(3): 342 (2016) - [j40]Bersain Alexander Reyes, Natasa Reljin, Youngsun Kong, Yunyoung Nam, Sangho Ha, Ki H. Chon:
Employing an Incentive Spirometer to Calibrate Tidal Volumes Estimated from a Smartphone Camera. Sensors 16(3): 397 (2016) - [j39]Yunyoung Nam, Bersain Alexander Reyes, Ki H. Chon:
Estimation of Respiratory Rates Using the Built-in Microphone of a Smartphone or Headset. IEEE J. Biomed. Health Informatics 20(6): 1493-1501 (2016) - 2015
- [j38]Natasa Reljin, Bersain Alexander Reyes, Ki H. Chon:
Tidal Volume Estimation Using the Blanket Fractal Dimension of the Tracheal Sounds Acquired by Smartphone. Sensors 15(5): 9773-9790 (2015) - [j37]Oskar Andersson, Ki H. Chon, Leif Sörnmo, Joachim Neves Rodrigues:
A 290 mV Sub-V𝕋 ASIC for Real-Time Atrial Fibrillation Detection. IEEE Trans. Biomed. Circuits Syst. 9(3): 377-386 (2015) - [j36]Jo Woon Chong, Nada Esa, David D. McManus, Ki H. Chon:
Arrhythmia Discrimination Using a Smart Phone. IEEE J. Biomed. Health Informatics 19(3): 815-824 (2015) - 2014
- [j35]Bersain Alexander Reyes, Natasa Reljin, Ki H. Chon:
Tracheal Sounds Acquisition Using Smartphones. Sensors 14(8): 13830-13850 (2014) - [j34]Bersain Alexander Reyes, Hugo F. Posada-Quintero, Justin R. Bales, Amanda L. Clement, George D. Pins, Albert Swiston, Jarno Riistama, John P. Florian, Barbara Shykoff, Michael Qin, Ki H. Chon:
Novel Electrodes for Underwater ECG Monitoring. IEEE Trans. Biomed. Eng. 61(6): 1863-1876 (2014) - [j33]Jinseok Lee, Bersain Alexander Reyes, David D. McManus, Oscar Maitas, Ki H. Chon:
Corrections to "Atrial Fibrillation Detection Using an iPhone 4S". IEEE Trans. Biomed. Eng. 61(6): 1914 (2014) - [j32]Christopher G. Scully, Nicholas Mitrou, Branko Braam, William A. Cupples, Ki H. Chon:
Segmentation of Renal Perfusion Signals From Laser Speckle Imaging Into Clusters With Phase Synchronized Dynamics. IEEE Trans. Biomed. Eng. 61(7): 1989-1997 (2014) - 2013
- [j31]Jinseok Lee, David D. McManus, Peter Bourrell, Leif Sörnmo, Ki H. Chon:
Atrial flutter and atrial tachycardia detection using Bayesian approach with high resolution time-frequency spectrum from ECG recordings. Biomed. Signal Process. Control. 8(6): 992-999 (2013) - [j30]Jinseok Lee, Bersain Alexander Reyes, David D. McManus, Oscar Mathias, Ki H. Chon:
Atrial Fibrillation Detection Using an iPhone 4S. IEEE Trans. Biomed. Eng. 60(1): 203-206 (2013) - [j29]Jinseok Lee, Yunyoung Nam, David D. McManus, Ki H. Chon:
Time-Varying Coherence Function for Atrial Fibrillation Detection. IEEE Trans. Biomed. Eng. 60(10): 2783-2793 (2013) - 2012
- [j28]Sergio Cerutti, Anant Madabhushi, Shishir K. Shah, Ki H. Chon:
Editorial: TBME Letters Special Section on Multiscale Biomedical Signal and Image Modeling and Analysis. IEEE Trans. Biomed. Eng. 59(1): 4-7 (2012) - [j27]Christopher G. Scully, Jinseok Lee, Joseph Meyer, Alexander M. Gorbach, Domhnull Granquist-Fraser, Yitzhak Mendelson, Ki H. Chon:
Physiological Parameter Monitoring from Optical Recordings With a Mobile Phone. IEEE Trans. Biomed. Eng. 59(2): 303-306 (2012) - [j26]Jinseok Lee, David D. McManus, Sneh Merchant, Ki H. Chon:
Automatic Motion and Noise Artifact Detection in Holter ECG Data Using Empirical Mode Decomposition and Statistical Approaches. IEEE Trans. Biomed. Eng. 59(6): 1499-1506 (2012) - 2011
- [j25]Jinseok Lee, Ki H. Chon:
Time-Varying Autoregressive Model-Based Multiple Modes Particle Filtering Algorithm for Respiratory Rate Extraction From Pulse Oximeter. IEEE Trans. Biomed. Eng. 58(3): 790-794 (2011) - [j24]Nandakumar Selvaraj, Kirk H. Shelley, David G. Silverman, Nina Stachenfeld, Nicholas Galante, John P. Florian, Yitzhak Mendelson, Ki H. Chon:
A Novel Approach Using Time-Frequency Analysis of Pulse-Oximeter Data to Detect Progressive Hypovolemia in Spontaneously Breathing Healthy Subjects. IEEE Trans. Biomed. Eng. 58(8): 2272-2279 (2011) - 2010
- [j23]Shishir Dash, Kirk H. Shelley, David G. Silverman, Ki H. Chon:
Estimation of Respiratory Rate From ECG, Photoplethysmogram, and Piezoelectric Pulse Transducer Signals: A Comparative Study of Time-Frequency Methods. IEEE Trans. Biomed. Eng. 57(5): 1099-1107 (2010) - [j22]Bufan Yang, Ki H. Chon:
Estimating Time-Varying Nonlinear Autoregressive Model Parameters by Minimizing Hypersurface Distance. IEEE Trans. Biomed. Eng. 57(8): 1937-1944 (2010) - [j21]Jinseok Lee, Ki H. Chon:
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. 57(9): 2158-2167 (2010) - 2009
- [j20]Luca Faes, Ki H. Chon, Giandomenico Nollo:
A Method for the Time-Varying Nonlinear Prediction of Complex Nonstationary Biomedical Signals. IEEE Trans. Biomed. Eng. 56(2): 205-209 (2009) - [j19]Luca Faes, He Zhao, Ki H. Chon, Giandomenico Nollo:
Time-Varying Surrogate Data to Assess Nonlinearity in Nonstationary Time Series: Application to Heart Rate Variability. IEEE Trans. Biomed. Eng. 56(3): 685-695 (2009) - [j18]Ki H. Chon, Shishir Dash, Kihwan Ju:
Estimation of Respiratory Rate From Photoplethysmogram Data Using Time-Frequency Spectral Estimation. IEEE Trans. Biomed. Eng. 56(8): 2054-2063 (2009) - 2008
- [j17]Kin L. Siu, Jae M. Ann, Kihwan Ju, Myoungho Lee, Kunsoo Shin, Ki H. Chon:
Statistical Approach to Quantify the Presence of Phase Coupling Using the Bispectrum. IEEE Trans. Biomed. Eng. 55(5): 1512-1520 (2008) - [j16]Sheng Lu, Xinnian Chen, Jørgen K. Kanters, Irene C. Solomon, Ki H. Chon:
Automatic Selection of the Threshold Value r for Approximate Entropy. IEEE Trans. Biomed. Eng. 55(8): 1966-1972 (2008) - 2007
- [j15]Yuru Zhong, Kung-Ming Jan, Kihwan Ju, Ki H. Chon:
Representation of Time-Varying Nonlinear Systems With Time-Varying Principal Dynamic Modes. IEEE Trans. Biomed. Eng. 54(11): 1983-1992 (2007) - [j14]He Zhao, William A. Cupples, Kihwan Ju, Ki H. Chon:
Time-Varying Causal Coherence Function and Its Application to Renal Blood Pressure and Blood Flow Data. IEEE Trans. Biomed. Eng. 54(12): 2142-2150 (2007) - 2005
- [j13]Dirk Hoyer, Bernd Pompe, Ki H. Chon, Henning Hardraht, Carola Wicher, Ulrich Zwiener:
Mutual information function assesses autonomic information flow of heart rate dynamics at different time scales. IEEE Trans. Biomed. Eng. 52(4): 584-592 (2005) - [j12]Ki H. Chon, He Zhao, Rui Zou, Kihwan Ju:
Multiple time-varying dynamic analysis using multiple sets of basis functions. IEEE Trans. Biomed. Eng. 52(5): 956-960 (2005) - [j11]Hengliang Wang, Kin L. Siu, Kihwan Ju, Leon C. Moore, Ki H. Chon:
Identification of transient renal autoregulatory mechanisms using time-frequency spectral techniques. IEEE Trans. Biomed. Eng. 52(6): 1033-1039 (2005) - [j10]Lei Feng, Kihwan Ju, Ki H. Chon:
A method for segmentation of switching dynamic modes in time series . IEEE Trans. Syst. Man Cybern. Part B 35(5): 1058-1064 (2005) - 2004
- [j9]Rui Zou, Ki H. Chon:
Robust algorithm for estimation of time-varying transfer functions. IEEE Trans. Biomed. Eng. 51(2): 219-228 (2004) - [j8]Yuru Zhong, Hengliang Wang, Kihwan Ju, Kung-Ming Jan, Ki H. Chon:
Nonlinear analysis of the separate contributions of autonomic nervous systems to heart rate variability using principal dynamic modes. IEEE Trans. Biomed. Eng. 51(2): 255-262 (2004) - 2003
- [j7]Sheng Lu, Ki H. Chon:
Nonlinear autoregressive and nonlinear autoregressive moving average model parameter estimation by minimizing hypersurface distance. IEEE Trans. Signal Process. 51(12): 3020-3026 (2003) - 2002
- [j6]Rui Zou, William A. Cupples, Kay-Pong Yip, Niels-Henrik Holstein-Rathlou, Ki H. Chon:
Time-varying properties of renal autoregulatory mechanisms. IEEE Trans. Biomed. Eng. 49(10): 1112-1120 (2002) - 2001
- [j5]Ki H. Chon:
Accurate identification of periodic oscillations buried in white or colored noise using fast orthogonal search. IEEE Trans. Biomed. Eng. 48(6): 622-629 (2001) - [j4]Sheng Lu, Kihwan Ju, Ki H. Chon:
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. 48(10): 1116-1124 (2001) - 2000
- [j3]Ki H. Chon, Kay-Pong Yip, B. M. Camino, Donald J. Marsh, Niels-Henrik Holstein-Rathlou:
Modeling nonlinear Determinism in Short Time Series from noise Driven discrete and continuous Systems. Int. J. Bifurc. Chaos 10(12): 2745-2766 (2000) - 1998
- [j2]Ki H. Chon, Niels-Henrik Holstein-Rathlou, Donald J. Marsh, Vasilis Z. Marmarelis:
Comparative nonlinear modeling of renal autoregulation in rats: Volterra approach versus artificial neural networks. IEEE Trans. Neural Networks 9(3): 430-435 (1998) - 1997
- [j1]Ki H. Chon, Richard J. Cohen:
Linear and nonlinear ARMA model parameter estimation using an artificial neural network. IEEE Trans. Biomed. Eng. 44(3): 168-174 (1997)
Conference and Workshop Papers
- 2023
- [c56]Farnoush Baghestani, Youngsun Kong, Ki H. Chon:
Comparative Analysis of ECG-derived Skin Nerve Activity and Electrodermal Activity for Assessing Sympathetic Activity. BSN 2023: 1-4 - [c55]Jihye Moon, Youngsun Kong, Abigail Powsner, Yashvi Gupta, Ki H. Chon:
Your Sympathetic Nervous System Becomes More Sensitive to Sleep Deprivation When You Speak. BSN 2023: 1-4 - 2022
- [c54]Md Billal Hossain, Hugo F. Posada-Quintero, Ki H. Chon:
A Deep Convolutional Autoencoder for Automatic Motion Artifact Removal in Electrodermal Activity Signals: A Preliminary Study. EMBC 2022: 325-328 - [c53]Jihye Moon, Youngsun Kong, Ki H. Chon:
Language-Independent Sleepy Speech Detection. EMBC 2022: 1981-1984 - [c52]Youngsun Kong, Hugo F. Posada-Quintero, Ki H. Chon:
Multi-level Pain Quantification using a Smartphone and Electrodermal Activity. EMBC 2022: 2475-2478 - [c51]Shirin Hajeb-Mohammadalipour, Md Billal Hossain, Ki H. Chon:
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. EMBC 2022: 4291-4294 - 2021
- [c50]Hugo F. Posada-Quintero, Bruce J. Derrick, Christopher Winstead-Derlega, Sara I. Gonzalez, M. Claire Ellis, John J. Freiberger, Ki H. Chon:
Time-varying Spectral Index of Electrodermal Activity to Predict Central Nervous System Oxygen Toxicity Symptoms in Divers: Preliminary results. EMBC 2021: 1242-1245 - [c49]Jihye Moon, Hugo F. Posada-Quintero, Insoo Kim, Ki H. Chon:
Preliminary Analysis of the Risk Factor Identification Embedding Model for Cardiovascular Disease. EMBC 2021: 1946-1949 - [c48]Md Billal Hossain, Hugo F. Posada-Quintero, Youngsun Kong, Riley Q. McNaboe, Ki H. Chon:
A Preliminary Study on Automatic Motion Artifact Detection in Electrodermal Activity Data Using Machine Learning. EMBC 2021: 6920-6923 - [c47]Youngsun Kong, Hugo F. Posada-Quintero, Ki H. Chon:
Female-male Differences Should be Considered in Physical Pain Quantification based on Electrodermal Activity: Preliminary Study. EMBC 2021: 6941-6944 - [c46]Riley Q. McNaboe, Md Billal Hossain, Youngsun Kong, Ki H. Chon, Hugo F. Posada-Quintero:
Validation of Spectral Indices of Electrodermal Activity with a Wearable Device. EMBC 2021: 6991-6994 - 2020
- [c45]Jesús Lázaro, Natasa Reljin, Raquel Bailón, Eduardo Gil, Yeon-Sik Noh, Pablo Laguna, Ki H. Chon:
An ECG-Based System for Respiratory Rate Estimation Tested on a Wearable Armband during Daily Life. CinC 2020: 1-4 - [c44]Md Billal Hossain, Jesús Lázaro, Yeon-Sik Noh, Ki H. Chon:
Denoising Wearable Armband ECG Data Using the Variable Frequency Complex Demodulation Technique. EMBC 2020: 592-595 - [c43]Jesús Lázaro, Natasa Reljin, Raquel Bailón, Eduardo Gil, Yeon-Sik Noh, Pablo Laguna, Ki H. Chon:
Electrocardiogram Derived Respiration for Tracking Changes in Tidal Volume from a Wearable Armband. EMBC 2020: 596-599 - [c42]Syed Khairul Bashar, Dong Han, Fearass Zieneddin, Eric Ding, Allan J. Walkey, David D. McManus, Ki H. Chon:
Preliminary Results on Density Poincare Plot Based Atrial Fibrillation Detection from Premature Atrial/Ventricular Contractions*. EMBC 2020: 2594-2597 - [c41]Dong Han, Syed Khairul Bashar, Fearass Zieneddin, Eric Ding, Cody Whitcomb, David D. McManus, Ki H. Chon:
Digital Image Processing Features of Smartwatch Photoplethysmography for Cardiac Arrhythmia Detection. EMBC 2020: 4071-4074 - [c40]Youngsun Kong, Hugo F. Posada-Quintero, Ki H. Chon:
Pain Detection using a Smartphone in Real Time. EMBC 2020: 4526-4529 - [c39]Syed Khairul Bashar, Abdullah Al Fahim, Ki H. Chon:
Smartphone Based Human Activity Recognition with Feature Selection and Dense Neural Network. EMBC 2020: 5888-5891 - 2019
- [c38]Hugo F. Posada-Quintero, Ki H. Chon:
Phasic Component of Electrodermal Activity is more Correlated to Brain Activity than Tonic Component. BHI 2019: 1-4 - [c37]Jesús Lázaro, Natasa Reljin, Yeon-Sik Noh, Pablo Laguna, Ki H. Chon:
Heart Rate Variability Monitoring Using a Wearable Armband. CinC 2019: 1-4 - [c36]Syed Khairul Bashar, Eric Ding, Daniella Albuquerque, Michael Winter, Sophia Binici, Allan J. Walkey, David D. McManus, Ki H. Chon:
Atrial Fibrillation Detection in ICU Patients: A Pilot Study on MIMIC III Data. EMBC 2019: 298-301 - [c35]Youngsun Kong, Ki H. Chon:
Heart Rate Estimation using PPG signal during Treadmill Exercise. EMBC 2019: 3253-3256 - [c34]Syed Khairul Bashar, Dong Han, Eric Ding, Cody Whitcomb, David D. McManus, Ki H. Chon:
Smartwatch Based Atrial Fibrillation Detection from Photoplethysmography Signals. EMBC 2019: 4306-4309 - [c33]Dong Han, Syed Khairul Bashar, Jesús Lázaro, Eric Ding, Cody Whitcomb, David D. McManus, Ki H. Chon:
Smartwatch PPG Peak Detection Method for Sinus Rhythm and Cardiac Arrhythmia. EMBC 2019: 4310-4313 - [c32]Jesús Lázaro, Natasa Reljin, Yeon-Sik Noh, Pablo Laguna, Ki H. Chon:
Feasibility of Long-Term Daily Life Electrocardiogram Monitoring Based on a Wearable Armband Device. EMBC 2019: 4314-4317 - 2018
- [c31]Natasa Reljin, Hugo F. Posada-Quintero, Yeon-Sik Noh, Caitlin Eaton Robb, Tanya Dimitrov, Laura Murphy, Jarno Riistama, Ki H. Chon:
Preliminary results on transthoracic bioimpedance measurements with a variety of electrode materials. BHI 2018: 62-65 - [c30]Syed Khairul Bashar, Dong Han, Apurv Soni, David D. McManus, Ki H. Chon:
Developing a novel noise artifact detection algorithm for smartphone PPG signals: Preliminary results. BHI 2018: 79-82 - [c29]Hugo F. Posada-Quintero, Ki H. Chon:
Exploring electrodermal activity in water-immersed subjects. BSN 2018: 90-93 - [c28]Jesús Lázaro, Raquel Bailón, Eduardo Gil, Yeon-Sik Noh, Pablo Laguna, Ki H. Chon:
Pilot Study on Electrocardiogram Derived Respiratory Rate Using a Wearable Armband. CinC 2018: 1-4 - [c27]Yeon-Sik Noh, Xiang Ye, Laura Murphy, Caitlin Eaton Robb, Tanya Dimitrov, Woo Jung Choi, Ki H. Chon:
Increased Conductivity and Reduced Settling Time of Carbon-Based Electrodes By Addition of Sea Salt for Wearable Application. EMBC 2018: 1291-1294 - [c26]Seyed M. A. Salehizadeh, Ki H. Chon:
A Novel Motion Artifact Detection Algorithm Based on Recurrence Plot Processing of Photoplethysmogram Signal. ICTC 2018: 620-624 - 2017
- [c25]Eric Ding, Dongqi Liu, Apurv Soni, Oluwaseun Adaramola, Dong Han, Syed Khairul Bashar, Yeon-Sik Noh, Ki H. Chon, David D. McManus:
Impressions of Older Patients with Cardiovascular Diseases to Smart Devices for Heart Rhythm Monitoring. CHASE 2017: 270-271 - [c24]Hugo F. Posada-Quintero, Ryan Rood, Xiang Ye, Matthew Pias, Ken Burnham, John Pennace, Ki H. Chon:
Testing the need for carbon in salt/adhesive electrodes for surface electromyography measurements: Preliminary results. EMBC 2017: 13-16 - 2016
- [c23]Natasa Reljin, Gary Zimmer, Yelena Malyuta, Yitzhak Mendelson, Chad E. Darling, Ki H. Chon:
Detection of blood loss in trauma patients using time-frequency analysis of photoplethysmographic signal. BHI 2016: 118-121 - [c22]Hugo F. Posada-Quintero, Ki H. Chon:
Frequency-domain electrodermal activity index of sympathetic function. BHI 2016: 497-500 - [c21]Jo Woon Chong, Chae Ho Cho, Nada Esa, David D. McManus, Ki H. Chon:
Motion and noise artifact-resilient atrial fibrillation detection algorithm for a smartphone. BHI 2016: 591-594 - [c20]Seyed M. A. Salehizadeh, Yeon-Sik Noh, Ki H. Chon:
Heart Rate Monitoring During Intense Physical Activities Using a Motion Artifact Corrupted Signal Reconstruction Algorithm in Wearable Electrocardiogram Sensor. CHASE 2016: 157-162 - [c19]Rifat Zaman, Jo Woon Chong, Chae Ho Cho, Nada Esa, David D. McManus, Ki H. Chon:
Motion and Noise Artifact-Resilient Atrial Fibrillation Detection Using a Smartphone. CHASE 2016: 366-369 - [c18]Hugo F. Posada-Quintero, Ryan Rood, Yeon-Sik Noh, Ken Burnham, John Pennace, Ki H. Chon:
Novel dry electrodes for recording electrodermal activity. EMBC 2016: 5701-5704 - 2014
- [c17]Jesús Lázaro, Raquel Bailón, Pablo Laguna, Yunyoung Nam, Ki H. Chon, Eduardo Gil:
Respiratory Rate Influence in the Resulting Magnitude of Pulse Photoplethysmogram Derived Respiration Signals. CinC 2014: 289-292 - [c16]Bersain Alexander Reyes, Hugo F. Posada-Quintero, Justin R. Bales, Ki H. Chon:
Performance evaluation of carbon black based electrodes for underwater ECG monitoring. EMBC 2014: 1691-1694 - [c15]Hugo F. Posada-Quintero, Bersain Alexander Reyes, Syed A. Bin Amir, Peter Vardakas, Hailey J. Dispirito, Ken Burnham, John Pennace, Ki H. Chon:
Developing pressure sensitive adhesive electrodes: Preliminary results. EMBC 2014: 2742-2744 - 2013
- [c14]Jo Woon Chong, David D. McManus, Ki H. Chon:
Arrhythmia discrimination using a smart phone. BSN 2013: 1-4 - [c13]Yitzhak Mendelson, D. K. Dao, Ki H. Chon:
Multi-channel pulse oximetry for wearable physiological monitoring. BSN 2013: 1-6 - 2012
- [c12]Jinseok Lee, Bersain Alexander Reyes, David D. McManus, Oscar Mathias, Ki H. Chon:
Atrial fibrillation detection using a smart phone. EMBC 2012: 1177-1180 - [c11]Jeffrey B. Bolkhovsky, Christopher G. Scully, Ki H. Chon:
Statistical analysis of heart rate and heart rate variability monitoring through the use of smart phone cameras. EMBC 2012: 1610-1613 - [c10]Nandakumar Selvaraj, Kirk H. Shelley, David G. Silverman, Nina Stachenfeld, Ki H. Chon:
Autonomic control mechanism of maximal lower body negative pressure application. EMBC 2012: 3120-3123 - 2011
- [c9]Jinseok Lee, David D. McManus, Ki H. Chon:
Atrial Fibrillation detection using time-varying coherence function and Shannon Entropy. EMBC 2011: 4685-4688 - [c8]Nandakumar Selvaraj, Yitzhak Mendelson, Kirk H. Shelley, David G. Silverman, Ki H. Chon:
Statistical approach for the detection of motion/noise artifacts in Photoplethysmogram. EMBC 2011: 4972-4975 - [c7]Nandakumar Selvaraj, Christopher G. Scully, Kirk H. Shelley, David G. Silverman, Ki H. Chon:
Early detection of spontaneous blood loss using amplitude modulation of Photoplethysmogram. EMBC 2011: 5499-5502 - [c6]Bufan Yang, Ki H. Chon:
Assessment of diabetic cardiac autonomic neuropathy in type I diabetic mice. EMBC 2011: 6560-6563 - 2006
- [c5]Sheng Lu, Kihwan Ju, Jørgen K. Kanters, Ki H. Chon:
A Computationally Simple and Robust Method to Detect Determinism in a Time Series. EMBC 2006: 763-766 - [c4]Kin L. Siu, Biin Sung, Leon C. Moore, Aija Birzgalis, Ki H. Chon:
Very Low Frequency Modulation in Renal Autoregulation. EMBC 2006: 771-774 - [c3]Xinnian Chen, Irene C. Solomon, He Zhao, Ki H. Chon:
Fast Oscillatory Rhythms In Inspiratory Motor Discharge: A Mathematical Model. EMBC 2006: 4619-4622 - [c2]He Zhao, Xinnian Chen, Ki H. Chon:
A Portable, Low-cost, Battery-powered Wireless Monitoring System for Obtaining Varying Physiologic Parameters from Multiple Subjects. EMBC 2006: 5896-5899 - [c1]Yuru Zhong, Kung-Ming Jan, Ki H. Chon:
Frequency Modulation between Low- and High-Frequency Components of the Heart Rate Variability Spectrum May Indicate Sympathetic-Parasympathetic Nonlinear Interactions. EMBC 2006: 6438-6441
Informal and Other Publications
- 2024
- [i1]Dong Han, Jihye Moon, Luís Roberto Mercado Díaz, Darren Chen, Devan Williams, Eric Y. Ding, Khanh-Van Tran, David D. McManus, Ki H. Chon:
Multiclass Arrhythmia Classification using Smartwatch Photoplethysmography Signals Collected in Real-life Settings. CoRR abs/2409.06147 (2024)
Coauthor Index
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