Conversion of National Health Insurance Service-National Sample Cohort (NHIS-NSC) Database into Observational Medical Outcomes Partnership-Common Data Model (OMOP-CDM). - Seng Chan You; Seongwon Lee 006; Soo Yeon Cho; Hojun Park; Sungjae Jung; Jaehyeong Cho; Dukyong Yoon; Rae Woong Park (MedInfo, 2017)

Uncovering exposures responsible for birth season - disease effects: a global study. - Mary Regina Boland; Pradipta Parhi; Li Li 062; Riccardo Miotto; Robert J. Carroll; Usman Iqbal; Phung-Anh (Alex) Nguyen; Martijn J. Schuemie; Seng Chan You; Donahue Smith; Sean D. Mooney; Patrick B. Ryan; et al. (J. Am. Medical Informatics Assoc., 2018)

Network Analysis of Citation in Hypertension Clinical Guidelines. - Youjin Park; Hyung Woo Kim; Seng Chan You; George Hripcsak; Han Eol Cho; Ji Hyuk Han; Seo Jeong Shin; Rae Woong Park (MedInfo, 2019)

Genomic Common Data Model for Biomedical Data in Clinical Practice. - Seo Jeong Shin; Seng Chan You; Jin Roh; Yu Rang Park; Rae Woong Park (MedInfo, 2019)

Application of image-translation for improving the performance of a deep learning model in external validation in the field of digital pathology. - Seo Jeong Shin; Seng Chan You; Hokyun Jeon; Ji Won Jung; Rae Woong Park; Jin Roh (AMIA, 2020)

Analysis and Classification of Urinary Stones Using Deep Learning Algorithm: A Clinical Application of Radiology-Common Data Model (R-CDM) Data Set. - Si-Hyeong Noh; Seungjin Kim; Ji-Eon Kim; Chung-Sub Lee; Seng Chan You; Tae-Hoon Kim; Yun Oh Lee; Ilseok Chae; Rae Woong Park; Sung Bin Park; Kwon-Ha Yoon; Chang-Won Jeong (IntelliSys (3), 2020)

Large-scale evidence generation and evaluation across a network of databases (LEGEND): assessing validity using hypertension as a case study. - Martijn J. Schuemie; Patrick B. Ryan; Nicole Pratt; Ruijun Chen; Seng Chan You; Harlan M. Krumholz; David Madigan; George Hripcsak; Marc A. Suchard (J. Am. Medical Informatics Assoc., 2020)

Principles of Large-scale Evidence Generation and Evaluation across a Network of Databases (LEGEND). - Martijn J. Schuemie; Patrick B. Ryan; Nicole Pratt; Ruijun Chen; Seng Chan You; Harlan M. Krumholz; David Madigan; George Hripcsak; Marc A. Suchard (J. Am. Medical Informatics Assoc., 2020)

A standardized analytics pipeline for reliable and rapid development and validation of prediction models using observational health data. - Sara Khalid; Cynthia Yang; Clair Blacketer; Talita Duarte-Salles; Sergio Fernández-Bertolín; Chungsoo Kim; Rae Woong Park; Jimyung Park; Martijn J. Schuemie; Anthony G. Sena; Marc A. Suchard; Seng Chan You; et al. (Comput. Methods Programs Biomed., 2021)

Style transfer strategy for developing a generalizable deep learning application in digital pathology. - Seo Jeong Shin; Seng Chan You; Hokyun Jeon; Ji Won Jung; Min Ho An; Rae Woong Park; Jin Roh (Comput. Methods Programs Biomed., 2021)

Machine-learning model to predict the cause of death using a stacking ensemble method for observational data. - Chungsoo Kim; Seng Chan You; Jenna Marie Reps; Jae Youn Cheong; Rae Woong Park (J. Am. Medical Informatics Assoc., 2021)

Erratum to: Large-Scale Evidence Generation and Evaluation across a Network of Databases (LEGEND): Assessing Validity Using Hypertension as a Case Study. - Martijn J. Schuemie; Patrick B. Ryan; Nicole Pratt; Ruijun Chen; Seng Chan You; Harlan M. Krumholz; David Madigan; George Hripcsak; Marc A. Suchard (J. Am. Medical Informatics Assoc., 2021)

Multi-Institutional Collaborative Research Using Ophthalmic Medical Image Data Standardized by Radiology Common Data Model (R-CDM). - ChulHyoung Park; Sang Jun Park; Da Yun Lee; Seng Chan You; Kihwang Lee; Rae Woong Park (MedInfo, 2023)

Self-Attention LSTM-FCN model for arrhythmia classification and uncertainty assessment. - Jaeyeon Park; Kichang Lee; Noseong Park; Seng Chan You; JeongGil Ko (Artif. Intell. Medicine, 2023)

Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes. - Sunjun Kweon; Junu Kim; Jiyoun Kim; Sujeong Im; Eunbyeol Cho; Seongsu Bae; Jungwoo Oh; Gyubok Lee; Jong Hak Moon; Seng Chan You; Seungjin Baek; Chang Hoon Han; et al. (ACL (Findings), 2024)

Differentiation of glioblastoma from solitary brain metastasis using deep ensembles: Empirical estimation of uncertainty for clinical reliability. - Yae Won Park; Sujeong Eom; Seungwoo Kim; Sungbin Lim; Ji Eun Park; Ho Sung Kim; Seng Chan You; Sungsoo Ahn; Seung-Koo Lee (Comput. Methods Programs Biomed., 2024)

Confidence-linked and uncertainty-based staged framework for phenotype validation using large language models. - Sumin Lee; Hyeok-Hee Lee; Hokyou Lee; Kyu Sun Yum; Jang-Hyun Baek; Jaewon Khil; Jaeyong Lee; Sojung Shin; Minsung Cho; Na Yeon Ahn; Seng Chan You; Hyeon Chang Kim (J. Am. Medical Informatics Assoc., 2025)