2024

Patents

  • Derivation of electrodermal activity response from an electrocardiogram signal
    K Chon, F Baghestanibarzoki, K Youngsun
    US Patent App. 18/658,442

  • Cardiopulmonary resuscitation, treatment, and analysis
    K Chon, MPS Nejad
    US Patent App. 18/659,762

  • Automated external defibrillation with deep neural network
    A Cascella, M Valentine, SH Mohammadalipour, K Chon
    US Patent 12,090,334

Journal Articles & Preprints

  • A Novel Approach to Characterize Dynamics of ECG-Derived Skin Nerve Activity via Time-Varying Spectral Analysis
    Y Kong, F Baghestani, W D’Angelo, I Chen, KH Chon
    arXiv preprint arXiv:2411.08308

  • Automatic motion artifact detection in electrodermal activity signals using 1D U-net architecture
    Y Kong, MB Hossain, A Peitzsch, HF Posada-Quintero, KH Chon
    Computers in Biology and Medicine 182, 109139

  • Sex differences in autonomic functions and cognitive performance during cold-air exposure and cold-water partial immersion
    Y Kong, MB Hossain, R McNaboe, HF Posada-Quintero, M Daley, K Diaz, …
    Frontiers in Physiology 15, 1463784

  • ECG classification via integration of adaptive beat segmentation and relative heart rate with deep learning networks
    J Lim, D Han, MPS Nejad, KH Chon
    Computers in Biology and Medicine 181, 109062

  • Electrodermal activity in pain assessment and its clinical applications
    Y Kong, KH Chon
    Applied Physics Reviews 11 (3)

  • Enhancing the accuracy of shock advisory algorithms in automated external defibrillators during ongoing cardiopulmonary resuscitation using a cascade of CNNEDs
    MPS Nejad, V Kargin, S Hajeb-M, D Hicks, M Valentine, KH Chon
    Computers in Biology and Medicine 172, 108180

  • Analysis of sympathetic responses to cognitive stress and pain through skin sympathetic nerve activity and electrodermal activity
    F Baghestani, Y Kong, W D’Angelo, KH Chon
    Computers in Biology and Medicine 170, 108070

  • Atrial fibrillation detection on reconstructed photoplethysmography signals collected from a smartwatch using a denoising autoencoder
    F Mohagheghian, D Han, O Ghetia, D Chen, A Peitzsch, N Nishita, …
    Expert Systems With Applications 237, 121611

  • Minimax Rao-blackwellized particle filtering in 2D LIDAR SLAM
    J Lim, KH Chon
    International Journal of Control, Automation and Systems 22 (6), 1947-1957

  • Tracking Tidal Volume From Holter and Wearable Armband Electrocardiogram Monitoring
    J Lázaro, N Reljin, R Bailón, E Gil, Y Noh, P Laguna, KH Chon
    IEEE Journal of Biomedical and Health Informatics

  • Prediction of central nervous system oxygen toxicity symptoms using electrodermal activity and machine learning
    MB Hossain, K Golzari, Y Kong, BJ Derrick, RE Moon, MJ Natoli, MC Ellis, …
    Biocybernetics and Biomedical Engineering 44 (2), 304-311

  • Visions for digital integrated cardiovascular care: HRS Digital Health Committee perspectives
    SM Narayan, EY Wan, JG Andrade, JNA Silva, NK Bhatia, T Deneke, …
    Cardiovascular Digital Health Journal 5 (2), 37-49

  • 21 Electrodermal Activity: Applications and Challenges
    MB Hossain, Y Kong, HF Posada-Quintero, KH Chon

Conference Papers (IEEE & Others)

  • Development and Verification of an Electrode for Recording Electrodermal Activity Underwater
    AG Peitzsch, MPS Nejad, KH Chon
    IEEE 20th International Conference on Body Sensor Networks (BSN), 1-4

  • Toward Effective Sleepiness Simulation: Validation Using Perceptual and Physiological Measures
    J Moon, Y Gupta, KH Chon
    IEEE 20th International Conference on Body Sensor Networks (BSN), 1-4

  • Classification of Sensory Nerve Fiber Stimulation Using Electrodermal Activity
    AG Peitzsch, Y Kong, M Mahjabin, KH Chon
    IEEE 20th International Conference on Body Sensor Networks (BSN), 1-4

  • Smartwatch Photoplethysmogram-Based Atrial Fibrillation Detection with Premature Atrial and Ventricular Contraction Differentiation Using Densely Connected Convolutional Neural Networks
    D Chen, D Han, LR Mercado-Díaz, J Moon, KH Chon
    IEEE 20th International Conference on Body Sensor Networks (BSN), 1-4

  • Towards Continuous Skin Sympathetic Nerve Activity Monitoring: Removing Muscle Noise
    F Baghestani, MPS Nejad, Y Kong, KH Chon
    IEEE 20th International Conference on Body Sensor Networks (BSN), 1-4

  • Objective Assessment of Acute Stress Disorder in Female Subjects Using Wearable Measures of Electrodermal Activity
    AG Peitzsch, Y Kong, HF Posada-Quintero, KH Chon
    46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society

  • Acute Stress Disorder Detection using Machine Learning based on resting-state fMRI
    Y Kong, A Peitzsch, HF Posada-Quintero, KH Chon
    46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society

  • Toward Accurate Sleepiness Estimation Modeling from Speech: A Preliminary Study of 25-Hour Sleep Deprivation
    J Moon, Y Kong, KH Chon
    46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society

  • Skin Sympathetic Nerve Activity Driver Extraction through Non-Negative Sparse Decomposition
    F Baghestani, Y Kong, KH Chon
    46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society