H. J. Park, J. H. Oh, Y. J. Kang, Performance Comparison of Binary and Multi-Class Classification Models Based on Statistical Features for Sleep Apnea Detection. Transactions of the Korean Society of Mechanical Engineers, B, Vol. 49, No. 6, pp. 317-326, 2025.
(https://doi.org/10.3795/KSME-B.2025.49.6.317)
Y. J. Kang, Biometric Vibration Signal Detection Devices for Swallowing Activity Monitoring. Signals, Vol. 5, No. 3, pp. 516-525, 2024. (https://doi.org/10.3390/signals5030028)
Le Huang, Keum San Chun, Lian Yu, Jong Yoon Lee, Alan Soetikno, Hope Chen, Hyoyoung Jeong, Joshua Barrett, Knute Martell, Youn Kang, Alpesh A. Patel, Shuai Xu, " A Novel Method for Tracking Neck Motions Using a Skin-Conformable Wireless Accelerometer: A Pilot Study", Digital Biomarkers, Vol. 8, No. 1, pp. 40-51, 2024.
(https://doi.org/10.1159/000536473)
Heung Jin Park and Youn Joung Kang, "Comparison of Wave Prediction and Performance Evaluation in Korea Waters based on Machine Learning", Journal of Ocean Engineering and Technology, Vol. 38, No. 1, pp. 18-29, 2024.
(https://doi.org/10.26748/KSOE.2023.040)
K. Kwon*, J. U. Kim*, S. M. Won*, J. Zhao*, R. Avila , H. Wang , K. S. Chun , H. Jang , K. H. Lee , J.-H. Kim , S. Yoo , Y. Kang, J. Kim , J. Lim , Y. Park , W. Lu , T. Kim , A. Banks , Y. Huang , J. A. Rogers†, A battery-less wireless implant for the continuous monitoring of vascular pressure, flow rate and temperature", Nature Biomedical Engineering (IF:29.234), 2023.
(https://doi.org/10.1038/s41551-023-01022-4)
Y. J. Kang*, H. M. Arafa*, J. Yoo*, C. Kantarcigil*, J.-T. Kim*, H. Jeong*, S. Yoo, S. Oh, J. Kim, A. Tzavelis, Y. Wu, K. Kwon, J. Winograd, S. Xu, B. Martin-Harris†, J. A. Rogers†, "Soft, wireless skin-interfaced mechano-acoustic sensors for real-time monitoring and patient feedback on respiratory and swallowing biomechanics", nature partner journal (npj) Digital Medicine (IF:15.357) , Vol. 5, No. 1, 2022.
(https://doi.org/10.1038/s41746-022-00691-w)
H. Jeong*, S. S. Kwak*, S. Sohn*, J. Y. Lee, Y. J. Lee, M. K. O’brien, Y. Park, R. Avila, J. T. Kim, J. Y. Yoo, M. Irie, H. Jang, W. Ouyang, N. Shawen, Y. J. Kang, S. S. Kim, A. Tzavelis, K. Lee, R. A. Andersen, Y. Huang, A. Jayaraman, M. M. Davis, T. Shanley, L. S. Wakschlag, S. Krogh-Jespersen, S. Xu, S. W. Ryan, R. L. Lieber, and J. A. Roger, "Miniaturized wireless, skin-integrated sensor networks for quantifying full-body movement behaviors and vital signs in infants", PNAS, Vol. 118, No. 43, 2021.
(https://doi.org/10.1073/pnas.2104925118)
H. Jeong*, J. Y. Lee*, K. Lee*, Y. J. Kang*, J. Kim*, R. Avila, A. Tzavelis, J. Kim, H. Ryu, S. S. Kwak, J. U. Kim, A. Banks, H. Jang, J. Chang, S. Li, C. K. Mummidisetty, Y. Park, S. Nappi, K. S. Chun, Y. J. Lee, K. Kwon, X. Ni, H. U. Chung, H. Luan, J. Kim, C. Wu, S. Xu, A. Banks, A. Jayaraman, Y. Huang, and J. A. Rogers, "Differential cardiopulmonary monitoring system for artifact-canceled physiological tracking of athletes, works, and COVID-19 patients", Science Advances, Vol. 7, No. 20, eabg3092, 2021.
(https://doi.org/10.1126/sciadv.abg3092)
X. Ni*, W. Ouyang*, H. Jeong*, J. Kim, A. Tzavelis, A. Mirzazadeh, C. Wu, J. Y. Lee, M. Keller, C. K. Mummidisetty, M. Patel, N. Shawen, J. Huang, H. Chen, S. Ravi, J. Chang, K. Lee, Y. Wu, F. Lie, Y. J. Kang, J. U. Kim, L. P. Chamorro, A. R. Banks, A. Bharat, A. Jayaraman, S. Xu and J. A. Rogers, "Automated, multiparametric monitoring of respiratory biomarkers and vital signs in clinical and home settings for COVID-19 patients", PNAS (IF:11.205), Vol. 118, No. 19, 2021.
(https://doi.org/10.1073/pnas.2026610118)
K. S. Chun*, Y. J. Kang*, J. Y. Lee*, M. Nguyen, B. Lee, R. Lee, H. H. Jo, E. Allen, H. Chen, J. Kim, L. Yu, X. Ni, K. Lee, H. Jeong, J. Lee, Y. Park, H. U. Chung, A. W. Li, P. A. Lio, A. Yang, A. B. Fishbein, A. S. Paller, J. A. Rogers, and S. Xu, "A skin-conformable wireless sensor to objectively quantify symptoms of pruritus", Science Advances (IF:14.136), Vol. 7, No.18, eabf9405, 2021.
(https://doi.org/10.1126/sciadv.abf9405)
– Research highlights in
nature, 30 April 2021 (https://www.nature.com/articles/d41586-021-01159-9).
nature electronics, 25 May 2021 (https://www.nature.com/articles/s41928-021-00597-7).
Y. Park*, K. Kwon*, S. S. Kwak*, D. Yang*, J. W. Kwak*, H. Luan, T. S. Chung, K. S. Chun, J. U. Kim, H. Jang, H. J. Ryu, H. Jeong, S. M. Won, Y. J. Kang, M. Zhang, D. Pontes, B. R. Kampmeier, S. H. Seo, J. Zhao, I. Jung, Y. Huang, S. Xu, John A. Rogers, "Wireless, skin-interfaced sensors for compression therapy", Science Advances (IF:14.136), Vol. 6, No. 49, eabe1655, 2020.
(https://doi.org/10.1126/sciadv.abe1655)
Y. J. Kang, Y. Cho, "Numerical on the instability of localized buckling modes in the axially compressed strut on a distributed-spring elastic foundation with softening quadratic nonlinearity", Journal of Engineering Mathematics (IF: 1.509), Vol. 122, pp. 117−137, 2020.
(https://doi.org/10.1007/s10665-020-10051-w)
Y. J. Kang, Y. Cho, "Gravity–capillary jet-like surface waves generated by an underwater bubble", Journal of Fluid Mechanics (IF: 3.627), Vol. 866, pp. 841−864, 2019.
(http://dx.doi.org/10.1017/jfm.2019.135)
Y. J. Kang, J. Lee, J. Bea, C. H. Lee, "Footstep Detection and Classification Algorithms based Seismic Sensor", Journal of The Institute of Electronics and Information Engineers, Vol. 52, No. 1, pp. 162−172, 2015.
(https://doi.org/10.5573/ieie.2015.52.1.162)
J. Lee, Y. J. Kang, C. H. Lee, S. Lee, J. Bea, "Analysis of Features and Discriminability of Transient Signals for a Shallow Water Ambient Noise Environment", Journal of The Institute of Electronics and Information Engineers, Vol. 51, no. 7, pp. 209−220, 2014.
(https://doi.org/10.5573/ieie.2014.51.7.209)
Y. J. Kang, J. Lee, J. Bea, S. Lee, C. H. Lee, "Binary Tree Architecture Design for Support Vector Machine Using Dynamic Time Warping", Journal of The Institute of Electronics and Information Engineers, Vol. 51, No. 6, pp. 201−208, 2014.
(https://doi.org/10.5573/ieie.2014.51.6.201)
Y. J. Kang, J. Lee, J. Bea, C. H. Lee, "Target Classification Algorithm Using Complex-valued Support Vector Machine", Journal of The Institute of Electronics Engineers of Korea, Vol. 50, No. 4, pp. 182−188, 2013.
(https://doi.org/10.5573/ieek.2013.50.4.182)