Publications
- Lee, K. S., Min, J.-G., Cheong, Y., Oh, H.-C., Jung, S.-Y., Park, J.-I., Song, M., Seo, J. H., Cho, S.-R., & Kim, H. H. (2025). Functional assessment of all ATM SNVs using prime editing and deep learning. Cell, 188(18), 5081-5099.
- Yu, G., Kim, H. K., Park, J., Kwak, H., Cheong, Y., Kim, D., Kim, J., Kim, J., & Kim, H. H. (2023). Prediction of efficiencies for diverse prime editing systems in multiple cell types. Cell, 186(10), 2256-2272.
See more on Google Scholar.
Projects
Sev.Menus (세브메뉴) 2024
- Developed and deployed an iOS menu app for students at Severance Hospital, serving the Colleges of Medicine, Dentistry, and Nursing at Yonsei University.
- Contributed to the campus community with a widely-used utility app (2.5K+ downloads, 1K daily active users).
Medical AI Research Society (YUCM student club) | Team leader 2022
- Designed and delivered MARS PyTorch Tutorial lecture.
- Led team project Understanding EEG to predict individualized VNS treatment effect on epileptic seizure patients.
Digital Health Hackathon 2021 | Team leader 2021
- Participated in a challenge to identify 10 genes with a causal relationship to treatment effectiveness from a pool of 300 hypothetical genes.
- Proposed a method to leverage a MLP to identify causal relationship between gene expression and treatment response.
Post-COVID AI Challenge 2020
- Proposed a BiLSTM-based model to identify the spread path and infection probability of diseases through user-to-user key transmission.
Awards