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eess.SP2024
A New Approach to Characterize Dynamics of ECG-Derived Skin Nerve Activity via Time-Varying Spectral Analysis
Youngsun Kong, Farnoush Baghestani, William D'Angelo +2
Assessment of the sympathetic nervous system (SNS) is one of the major approaches for studying affective states. Skin nerve activity (SKNA) derived from high-frequency components o…
q-bio.NC2024
Skin Sympathetic Nerve Activity Driver Extraction through Non-Negative Sparse Decomposition
Farnoush Baghestani, Youngsun Kong, Ki H. Chon
In recent years, skin sympathetic nerve activity (SKNA) extracted from electrocardiogram has gained attention as a novel noninvasive measure of the sympathetic nervous system (SNS)…
cs.LG2024
Towards Continuous Skin Sympathetic Nerve Activity Monitoring: Removing Muscle Noise
Farnoush Baghestani, Mahdi Pirayesh Shirazi Nejad, Youngsun Kong +1
Continuous monitoring of non-invasive skin sympathetic nerve activity (SKNA) holds promise for understanding the sympathetic nervous system (SNS) dynamics in various physiological…