Seng Chan You

22 papers Misc 1Journal 15Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Electrocardiogram-based deep learning score for coronary artery calcification reclassifies cardiovascular risk and identifies screening candidates.
BMC Medical Informatics Decis. Mak.
Changho Han, Seng Chan You, Hyung-Chul Lee, Jin Young Park, Hong-Seok Lim, ChulHyoung Park, Hui-Nam Pak, Oh-Seok Kwon, Songsoo Kim, Jung-Sun Kim, Dukyong Yoon
2026 J jnl
Response to "toward semantic interoperability of imaging and clinical data: reflections on the DICOM-OMOP integration framework".
J. Am. Medical Informatics Assoc.
Woo Yeon Park, Teri Sippel Schmidt, Gabriel Salvador, Kevin O'Donnell, Brad W. Genereaux, Kyulee Jeon, Seng Chan You, Blake E. Dewey, Paul G. Nagy
2026 J jnl
Wearable device derived electrocardiographic age and its association with atrial fibrillation.
npj Digit. Medicine
Seung Hyun Park, Ju Hyun Jin, Jongwoo Kim, Dongha Lee, Daein Kim, Jaeseong Jang, Hee Tae Yu, Seng Chan You, Boyoung Joung
2025 J jnl
Confidence-linked and uncertainty-based staged framework for phenotype validation using large language models.
J. Am. Medical Informatics Assoc.
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
2024 J jnl
Development of Medical Imaging Data Standardization for Imaging-Based Observational Research: OMOP Common Data Model Extension.
J. Imaging Inform. Medicine
Woo Yeon Park, Kyulee Jeon, Teri Sippel Schmidt, Haridimos Kondylakis, Tarik K. Alkasab, Blake E. Dewey, Seng Chan You, Paul G. Nagy
2024 J jnl
Differentiation of glioblastoma from solitary brain metastasis using deep ensembles: Empirical estimation of uncertainty for clinical reliability.
Comput. Methods Programs Biomed.
Yae Won Park, Sujeong Eom, Seungwoo Kim, Sungbin Lim, Ji Eun Park, Ho Sung Kim, Seng Chan You, Sungsoo Ahn, Seung-Koo Lee
2024 — conf
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes.
ACL (Findings)
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, Yoon Bin Jung, Yohan Jo, Edward Choi
2023 — conf
Multi-Institutional Collaborative Research Using Ophthalmic Medical Image Data Standardized by Radiology Common Data Model (R-CDM).
MedInfo
ChulHyoung Park, Sang Jun Park, Da Yun Lee, Seng Chan You, Kihwang Lee, Rae Woong Park
2023 J jnl
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes.
CoRR
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, Yoon Bin Jung, Yohan Jo, Edward Choi
2023 J jnl
Self-Attention LSTM-FCN model for arrhythmia classification and uncertainty assessment.
Artif. Intell. Medicine
JaeYeon Park, Kichang Lee, Noseong Park, Seng Chan You, JeongGil Ko
2021 J jnl
A standardized analytics pipeline for reliable and rapid development and validation of prediction models using observational health data.
Comput. Methods Programs Biomed.
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, Peter R. Rijnbeek, Jenna Marie Reps
2021 J jnl
Erratum to: Large-Scale Evidence Generation and Evaluation across a Network of Databases (LEGEND): Assessing Validity Using Hypertension as a Case Study.
J. Am. Medical Informatics Assoc.
Martijn J. Schuemie, Patrick B. Ryan, Nicole Pratt, Ruijun Chen, Seng Chan You, Harlan M. Krumholz, David Madigan, George Hripcsak, Marc A. Suchard
2021 J jnl
Machine-learning model to predict the cause of death using a stacking ensemble method for observational data.
J. Am. Medical Informatics Assoc.
Chungsoo Kim, Seng Chan You, Jenna Marie Reps, Jae Youn Cheong, Rae Woong Park
2021 J jnl
Style transfer strategy for developing a generalizable deep learning application in digital pathology.
Comput. Methods Programs Biomed.
Seo Jeong Shin, Seng Chan You, Hokyun Jeon, Ji Won Jung, Min Ho An, Rae Woong Park, Jin Roh
2020 — conf
Analysis and Classification of Urinary Stones Using Deep Learning Algorithm: A Clinical Application of Radiology-Common Data Model (R-CDM) Data Set.
IntelliSys (3)
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
2020 Misc conf
Application of image-translation for improving the performance of a deep learning model in external validation in the field of digital pathology.
AMIA
Seo Jeong Shin, Seng Chan You, Hokyun Jeon, Ji Won Jung, Rae Woong Park, Jin Roh
2020 J jnl
Large-scale evidence generation and evaluation across a network of databases (LEGEND): assessing validity using hypertension as a case study.
J. Am. Medical Informatics Assoc.
Martijn J. Schuemie, Patrick B. Ryan, Nicole Pratt, Ruijun Chen, Seng Chan You, Harlan M. Krumholz, David Madigan, George Hripcsak, Marc A. Suchard
2020 J jnl
Principles of Large-scale Evidence Generation and Evaluation across a Network of Databases (LEGEND).
J. Am. Medical Informatics Assoc.
Martijn J. Schuemie, Patrick B. Ryan, Nicole Pratt, Ruijun Chen, Seng Chan You, Harlan M. Krumholz, David Madigan, George Hripcsak, Marc A. Suchard
2019 — conf
Genomic Common Data Model for Biomedical Data in Clinical Practice.
MedInfo
Seo Jeong Shin, Seng Chan You, Jin Roh, Yu Rang Park, Rae Woong Park
2019 — conf
Network Analysis of Citation in Hypertension Clinical Guidelines.
MedInfo
Youjin Park, Hyung Woo Kim, Seng Chan You, George Hripcsak, Han Eol Cho, Ji Hyuk Han, Seo Jeong Shin, Rae Woong Park
2018 J jnl
Uncovering exposures responsible for birth season - disease effects: a global study.
J. Am. Medical Informatics Assoc.
Mary Regina Boland, Pradipta Parhi, Li Li, 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, Yu-Chuan (Jack) Li, Rae Woong Park, Joshua C. Denny, Joel T. Dudley, George Hripcsak, Pierre Gentine, Nicholas P. Tatonetti
2017 — conf
Conversion of National Health Insurance Service-National Sample Cohort (NHIS-NSC) Database into Observational Medical Outcomes Partnership-Common Data Model (OMOP-CDM).
MedInfo
Seng Chan You, Seongwon Lee, Soo Yeon Cho, Hojun Park, Sungjae Jung, Jaehyeong Cho, Dukyong Yoon, Rae Woong Park