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2020 – today
- 2024
[j9]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: 108288 (2024)- [c7]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: 5148-5168 - 2023
- [j8]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: 102570 (2023) - [c6]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: 48-52 - [i1]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 abs/2309.00237 (2023) - 2021
- [j7]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: 105815 (2021) - [j6]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: 106394 (2021) - [j5]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): 196 (2021) - [j4]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): 1098-1107 (2021) - 2020
- [j3]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): 1268-1277 (2020) - [j2]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): 1331-1337 (2020) - [c5]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 - [c4]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: 723-729
2010 – 2019
- 2019
- [c3]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: 1017-1020 - [c2]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: 1843-1844 - 2018
- [j1]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:
Uncovering exposures responsible for birth season - disease effects: a global study. J. Am. Medical Informatics Assoc. 25(3): 275-288 (2018) - 2017
- [c1]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: 467-470
Coauthor Index
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