Sa-Yoon Park, KMD/Ph.D. 

Education

• (2019.03 ~ 2023.02) Ph.D., Physiology, College of Korean Medicine, Gachon University

• ( 2017.03 ~ 2019.02) M.S., Physiology, College of Korean Medicine, Gachon University

• (2010.03 ~ 2017.02) B.S., Korean Medicine, College of Korean Medicine, Kyung Hee University 

Licensure/Certification 

• Korean Medicine Doctor by the Ministry of Health & Welfare of the Korean Government, 2017

Publications

2025

• Lee, J.*, Park, S.-Y.*, Park, J.-S., Suh, D.-I., and Kim, K., LUNAR: Periodicity-aware time-series analysis framework for LUNg Auscultation Respiratory detection., Computers in Biology and Medicine. 2025.

• Park, S.-Y.*, Park, J.-S.*, Lee, J., Lee, H., Kim, Y., Suh, D.-I., and Kim, K., Detection of breath cycles in pediatric lung sounds via an object detection-based transfer learning method., Biomedical Signal Processing and Control. 2025.

• Park, J.-S.*, Park, S.-Y.*, Moon, J.-W., Kim, K., and Suh, D.-I., Artificial Intelligence Models for Pediatric Lung Sound Analysis: Systematic Review and Meta-Analysis., Journal of Medical Internet Research. 2025.

• Park, S.-Y., Data Science Approaches for Integrative Medicine Combining Traditional East Asian Medicine and Western Medicine: Current Research Status and Future Challenges in Diagnostics., Journal of Physiology & Pathology in Korean Medicine. 2025.

2024

• Bae, H., Park, S.-Y.†, and Kim, C.-E.†, A practical guide to implementing artificial intelligence in traditional East Asian medicine research., Integrative Medicine Research. 2024.

• Park, S.-Y., Bae, H., Jeong, H.-Y., Lee, J.-Y., Kwon, Y.-K., and Kim, C.-E., Identifying novel subtypes of functional gastrointestinal disorder by analyzing nonlinear structure in integrative biopsychosocial questionnaire data., Journal of Clinical Medicine. 2024.

• Park, S.-Y., Lee, Y.-Y., Kim, M.-H., and Kim, C.-E., Deciphering the systemic impact of herbal medicines on allergic rhinitis: a network pharmacological approach., Life. 2024.

• Park, S.-Y., Objectification of Traditional Korean Medicine Diagnosis Using Heart Rate Variability: A Scoping Review of Current Status., Journal of Physiology & Pathology in Korean Medicine. 2024.

2023

• Park, S.-Y., Kim, K.-S., Lee, W.-Y., Kim, C.-E., and Lee, S., Integrative Approach to Identifying System-Level Mechanisms of Chung-Sang-Bo-Ha-Hwan’s Influence on Respiratory Tract Diseases: A Network Pharmacological Analysis with Experimental Validation., Plants. 2023.

• Kim, M., Kim, M.-H., Lee, M., Jang, D., and Park, S.-Y., Survey and Suggestions on the Educational and Research Environment of Graduate Students of Korean Medicine: Focusing on fostering of KMD-scientist., Journal of Korean Medicine. 2023.

• Park, S. Y.*, Kim, Y. W.*, Song, Y. R., Bak, S. B., Jang, Y. P., Kim, I. K., ... & Kim, C. E., Compound-level identification of sasang constitution type-specific personalized herbal medicine using data science approach. Heliyon. 2023. (* equal contributions)

• Park, S.-Y., and Kim, C.-E., Enhancing Korean Medicine Education with Large Language Models: Focusing on the Development of Educational Artificial Intelligence., Journal of Physiology & Pathology in Korean Medicine. 2023.

• Lee, J., Ahn, H., Park, S.-Y., Kim, C., and Park, S., Advancing Precision in Neurotoxicity analysis with Tissue Clearing and Automated Quantification., Journal of Alternatives to Animal Experiments (JAAE). 2023.

Prior to 2023

• Bae, H., Park, S. Y., Kim, S. J., & Kim, C. E., Cerebellum as a kernel machine: A novel perspective on expansion recoding in granule cell layer. Frontiers in Computational Neuroscience. 2022.

• Park, S.-Y.*, Park, M.*, Lee, W.-Y., Lee, C.-Y., Kim, J.-H., Lee, S., and Kim, C.-E., Machine learning-based prediction of Sasang constitution types using comprehensive clinical information and identification of key features for diagnosis, Integrative medicine research. 2021. (* equal contributions)

• Park, S.-Y.*, Park, J.-H.*, Kim, H.-S.*, Lee, C.-Y., and Lee, H.-J., Kang, K., and Kim, C.-E., Systems-level Mechanisms of Action of Panax Ginseng: A Network Pharmacological Approach., Journal of Ginseng Research. 2018. (* equal contributions)

• Park, M.*, Park, S.-Y.*, Lee, H.-J., and Kim, C.-E., A Systems-Level Analysis of Mechanisms of Platycodon grandiflorum Based on A Network Pharmacological Approach., Molecules. 2018. (* equal contributions)

• Lee, D., Kim, C.-E., Park, S.-Y., Kim, K., Nguyen, T., Jang, H., Lee, J., and Kang, K., Protective Effect of Artemisia argyi and Its Flavonoid Constituents against Contrast-Induced Cytotoxicity by Iodixanol in LLC-PK1 Cells., International Journal of Molecular Sciences. 2018

Patent

• Kim, C.-E., Park, S.-Y. 2022. Data-driven interpretable feature finding method for characterizing neural selectivity. Korea. Patent Application 10-2022-0137733, filed October 2022

Works in Progress

Awards & Honor

• Poster Award, The Korean Society of Medical Informatics, 2024

• Laureate of Young Investigator Training Programme (Scholarship), FENS (IBRO), 2022

• Poster Award, Korean Medicine Big Concert, Korean Medical Information Coorperation, 2018

•  Outstanding SCI Paper Scholarship, Gachon University, 2018