Publications
International Journals
S.Lee*, Y. Lim, and K. Lim, "Multimodal sensor fusion models for real-time exercise repetition counting with IMU sensors and respiration data", Information Fusion, vol. 104, doi: https://doi.org/10.1016/j.inffus.2023.102153, Apr 2024.
Y. Choe, S. Lee, Y. Lim and S. Kim, "Machine learning-derived model for predicting poor post-treatment quality of life in Korean cancer survivors", Supportive Care in Cancer, vol. 32, Feb 2024.
S. Lee, P. Bain, A. Musa, C. Baker and J. Li*, "A Causal Network-Based Markov Decision Process Model for Intervention Planning", IEEE Transactions on Automation Science and Engineering, vol. 21, no. 1, pp. 706-720, Jan 2024.
J. Yun, J. Sim, S. Lee and Y. Yun*, "Stronger association of perceived health with socio-economic inequality during COVID-19 pandemic than pre-pandemic era", BMC Public Health, vol. 22, no. 1, pp. 1-13, Sep 2022.
S. Lee, L. Liu, R. Radwin and J. Li*, "Machine Learning in Manufacturing Ergonomics: Recent Advances, Challenges, and Opportunities", IEEE Robotics and Automation Letters, vol. 6, no. 3, pp. 5745-5752, Jul 2021.
S. Lee, P. Bain, A. Musa, C. Baker and J. Li*, “An Integrated Opioid Prescription Optimization Framework for Total Joint Replacement Surgery Patients”, IISE Transactions on Healthcare Systems Engineering, vol. 11, no. 3, pp. 209-223, Jul 2021.
Y. Yun*, S. Oh, S. Sim, S. Lee and E. Sohn, "Development and validation of the Health-Friendly Activity Index: an assessment tool to comprehensively measure health-friendly activities of corporations or organisations", BMJ Open, doi:10.1136/bmjopen-2021-048768, July 2021.
S. Lee, P. Bain, A. Musa and J. Li*, “A Markov chain model for analysis of physician workflow in primary care clinics”, Health Care Management Science, vol. 24, pp.72–91, Mar 2021.
S. Lee, S. Wei, V. White, P. Bain, C. Baker and J. Li*, “Classification of Opioid Usage through Semi-supervised Learning for Total Joint Replacement Patients”, IEEE Journal of Biomedical and Health Informatics, vol. 25, no. 1, pp. 189–200, Jan 2021.
Y. Yun*, J. Sim, Y. Kim, S. Lee and K. Kim, “Consumers’ consciousness of health-friendly products and services and its association with sociodemographic characteristics and health status: a cross-sectional survey of the Korean general population”, BMJ Open, doi: 10.1136/bmjopen-2019-035591, Jun 2020.
X. Zhong, S. Lee, C. Zhao, H. Lee, P. Bain, T. Kundinger, C. Sommers, C. Baker and J. Li*, “Reducing COPD readmissions through predictive modeling and incentive-based interventions,” Health Care Management Science, vol. 22, no. 1, pp. 121–139, Mar 2019.
S. Lee, S. Wang, P. Bain, T. Kundinger, C. Sommers, C. Baker and J. Li*, “Modeling and Analysis of Postdischarge Intervention Process to Reduce COPD Readmissions,” IEEE Transactions on Automation Science and Engineering, vol. 16, no. 1, pp. 21–34, Jan 2019.
S. Lee, S. Wang, P. Bain, C. Baker, T. Kundinger, C. Sommers and J. Li*, “Reducing COPD Readmissions: A Causal Bayesian Network Model,” IEEE Robotics and Automation Letters, vol. 3, no. 4, pp. 4046–4053, Oct 2018.
Y. Son, S. Lee, S. Park and J. Lee*, “Learning representative exemplars using one-class Gaussian process regression,” Pattern Recognition, vol. 74, pp. 185–197, Feb 2018.
S. Lee, B. Koo and K. Jung*, “Comparative Study of Dimension Reduction Methods for Highly Imbalanced Overlapping Churn Data”, Industrial Engineering & Management Systems, vol. 13, no. 4, pp. 454–462, Dec 2014.
Peer-Reviewed Conference Proceedings
S. Lee, E. Nemati and J. Kuang, “Configurable Pulmonary-Tuned Privacy Preservation Algorithm for Mobile Devices”, in Proceedings of 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Madrid, Spain, pp. 1107–1112, Dec 2018.
S. Lee, X. Zhong, H. Lee, C. Zhao, P. Bain, T. Kundinger, C. Sommers, C. Baker and J. Li, “Incentive-Based Optimal Intervention Policy to Reduce Hospital Readmissions for COPD Patients”, in Proceedings of the 13th Conference on Automation Science and Engineering, Xi’an, China, Aug 2017.