Education

• (2023.03 ~ 2025.08) M.S. Interdisciplinary program in Bioengineering, Seoul National University, Seoul, Korea

• (2018.02 ~ 2023.02) B.S. College of Transdisciplinary Studies, School of Undergraduate Studies, DGIST, Daegu, Korea

Research Experiences

• (2022.01 ~ 2023.02) Intern Researcher, Bio-Medical Informatics Lab, Seoul National University Hospital, Seoul, Korea

• (2021.09 ~ 2021.12) Undergraduate Student Researcher, Communication and Signal Processing Lab., DGIST, Daegu, Korea

• (2020.03 ~ 2021.02) Undergraduate Research Program(UGRP), DGIST, Daegu, Korea

• (2020.06 ~ 2020.07) Intern Researcher, Surgical Robotics & Augmented Reality Lab., DGIST, Korea

Publications

• Lee, J., Park, S. Y., Park, J. S., Suh, D. I., & Kim, K. (2025). LUNAR: Periodicity-aware time-series analysis framework for LUNg Auscultation Respiratory detection. Computers in Biology and Medicine, 197, 110947.

• Lim, Y., Jeon, B., Park, S. A., Lee, J., Choi, S. W., Jeong, C. W., ... & Yang, H. L. (2025). MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation. arXiv preprint arXiv:2508.07681.

• Lee, J., Chang, R., Kwon, D., Singh, H., & Verma, N. (2025). GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems. arXiv preprint arXiv:2507.13190.

• Park, S.Y., Park, J. S., Lee, J., Lee,H., Kim, Y., Suh, D.I., & Kim, K.* (2025). Detection of breath cycles in pediatric lung sounds via an object detection-based transfer learning method. Biomedical Signal Processing and Control, 105, 107693.

• Kim, J., Yang, H. L., Kim, S. H., Kim, S., Lee, J., Ryu, J.,... & Yoon, H. J. (2024). Deep learning-based long-term risk evaluation of incident type 2 diabetes using electrocardiogram in a non-diabetic population: a retrospective, multicentre study. Eclinicalmedicine, 68.

• Kim, T., Seo, Y., Lee, J., Chae, S., & An, J. (2021, February). Brain to Music: Musical Representation from Stress-Induced EEG. In 2021 9th International Winter Conference on Brain-Computer Interface (BCI) (pp. 1-6). IEEE.