Publications
Publications
Seo J., Seok J., Kim Y. (2024). Prioritizing Disease Diagnosis in Neonatal Cohorts through Multivariate Survival Analysis: A Nonparametric Bayesian Approach. Healthcare. 12(9): 939.
Kim I., Seok J., Kim Y. (2023). CTIVA: Censored time interval variable analysis. PLoS One. 18(11): e0294513.
Kim Y., Hyun C., Lee M. (2023). Discovering potential pathways between type 2 diabetes mellitus and diabetic retinopathy: A big data analysis of the South Korean National Sample Cohort. Medicine. 102(31): e34576.
Kim Y., Lee M. (2023). Deep Learning Approaches for lncRNA-Mediated Mechanisms: A Comprehensive Review of Recent Developments. International Journal of Molecular Science. 24(12), 10299.
Yoo H., Yum Y., Kim Y., Kim J., Park H., Joo H.J. (2023). Restoration of missing or low-quality 12-lead ECG signals using ensemble deep-learning model with optimal combination. Biomedical Signal Processing and Control. 83, 104690.
Yoo H., Yum Y., Park S., Lee J., Jang M., Kim Y., Kim J., Park H., Han K., Park J., Joo H.J. (2023). Standardized Database of 12-Lead Electrocardiograms with a Common Standard for the Promotion of Cardiovascular Research: KURIAS-ECG. Healthcare Informatics Research. 29(2), 132-144.
Kim Y., Kim J., Kim Y.M., Song S., Joo H.J. (2023). Predicting medical specialty from text based on a domain-specific pre-trained BERT. International Journal of Medical Informatics. 170.
Choi S.*, Joo H.*, Kim Y., Kim J., Seok J. (2022). Conversion of Automated 12-Lead Electrocardiogram Interpretations to OMOP CDM Vocabulary. Appl Clin Inform. 13, 880–890.
Kim Y.*, Kim J.*, Lee J., Jang M., Yum Y., Kim S., Shin U., Kim Y., Joo H.**, Song S**. (2022) A pre-trained BERT for Korean medical natural language processing. Scientific Reports. 12, 13847.
Yum Y., Lee J., Jang M., Kim Y., Kim J., Kim S., Shin U., Song S., Joo H. (2021). A word pair dataset for semantic similarity and relatedness in Korean medical vocabulary: Reference development and validation. JMIR medical informatics. 9(6): e29667.
Kim Y., Lee J., Choi S., Lee J., Kim J., Seok J., & Joo H. (2020). Validation of deep learning natural language processing algorithm for keyword extraction from pathology reports in electronic health records. Scientific Reports. 10, 20265.
Kim Y., & Seok J. (2020). Network estimation for censored time-to-event data for multiple events based on multivariate survival analysis. PLoS One. 15(10): e0239760.
Kim Y., Kang Y., Seok J. (2018). GAIT: Gene expression Analysis for Interval Time. Bioinformatics. Vol 34, 13, pp.2305-2307.