Seng Chan You

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 17

Top Topics

Top Venues

J. Am. Medical Informatics Assoc.

Comput. Methods Programs Biomed.

Artif. Intell. Medicine

Publications

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
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes. ACL (Findings) (2024)
Yae Won Park, Sujeong Eom, Seungwoo Kim, Sungbin Lim, Ji Eun Park, Ho Sung Kim, Seng Chan You, Sungsoo Ahn, Seung-Koo Lee
Differentiation of glioblastoma from solitary brain metastasis using deep ensembles: Empirical estimation of uncertainty for clinical reliability. Comput. Methods Programs Biomed. 254 (2024)
Jaeyeon Park, Kichang Lee, Noseong Park, Seng Chan You, JeongGil Ko
Self-Attention LSTM-FCN model for arrhythmia classification and uncertainty assessment. Artif. Intell. Medicine 142 (2023)
ChulHyoung Park, Sang Jun Park, Da Yun Lee, Seng Chan You, Kihwang Lee, Rae Woong Park
Multi-Institutional Collaborative Research Using Ophthalmic Medical Image Data Standardized by Radiology Common Data Model (R-CDM). MedInfo (2023)
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
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes. CoRR (2023)
Chungsoo Kim, Seng Chan You, Jenna Marie Reps, Jae Youn Cheong, Rae Woong Park
Machine-learning model to predict the cause of death using a stacking ensemble method for observational data. J. Am. Medical Informatics Assoc. 28 (6) (2021)
Seo Jeong Shin, Seng Chan You, Hokyun Jeon, Ji Won Jung, Min Ho An, Rae Woong Park, Jin Roh
Style transfer strategy for developing a generalizable deep learning application in digital pathology. Comput. Methods Programs Biomed. 198 (2021)
Martijn J. Schuemie, Patrick B. Ryan, Nicole Pratt, Ruijun Chen, Seng Chan You, Harlan M. Krumholz, David Madigan, George Hripcsak, Marc A. Suchard
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. 28 (1) (2021)
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
A standardized analytics pipeline for reliable and rapid development and validation of prediction models using observational health data. Comput. Methods Programs Biomed. 211 (2021)
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
Analysis and Classification of Urinary Stones Using Deep Learning Algorithm: A Clinical Application of Radiology-Common Data Model (R-CDM) Data Set. IntelliSys (3) (2020)
Martijn J. Schuemie, Patrick B. Ryan, Nicole Pratt, Ruijun Chen, Seng Chan You, Harlan M. Krumholz, David Madigan, George Hripcsak, Marc A. Suchard
Principles of Large-scale Evidence Generation and Evaluation across a Network of Databases (LEGEND). J. Am. Medical Informatics Assoc. 27 (8) (2020)
Seo Jeong Shin, Seng Chan You, Hokyun Jeon, Ji Won Jung, Rae Woong Park, Jin Roh
Application of image-translation for improving the performance of a deep learning model in external validation in the field of digital pathology. AMIA (2020)
Martijn J. Schuemie, Patrick B. Ryan, Nicole Pratt, Ruijun Chen, Seng Chan You, Harlan M. Krumholz, David Madigan, George Hripcsak, Marc A. Suchard
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. 27 (8) (2020)
Youjin Park, Hyung Woo Kim, Seng Chan You, George Hripcsak, Han Eol Cho, Ji Hyuk Han, Seo Jeong Shin, Rae Woong Park
Network Analysis of Citation in Hypertension Clinical Guidelines. MedInfo (2019)
Seo Jeong Shin, Seng Chan You, Jin Roh, Yu Rang Park, Rae Woong Park
Genomic Common Data Model for Biomedical Data in Clinical Practice. MedInfo (2019)
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 Mooney, Patrick B. Ryan, Yu-Chuan (Jack) Li, Rae Woong Park, Joshua C. Denny, Joel T. Dudley, George Hripcsak, Pierre Gentine, Nicholas P. Tatonetti
Uncovering exposures responsible for birth season - disease effects: a global study. J. Am. Medical Informatics Assoc. 25 (3) (2018)
Seng Chan You, Seongwon Lee, Soo Yeon Cho, Hojun Park, Sungjae Jung, Jaehyeong Cho, Dukyong Yoon, Rae Woong Park
Conversion of National Health Insurance Service-National Sample Cohort (NHIS-NSC) Database into Observational Medical Outcomes Partnership-Common Data Model (OMOP-CDM). MedInfo (2017)