Rae Woong Park

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 22

Top Topics

Clinical Practice

Electronic Health Records

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Behzad Naderalvojoud, Catherine M. Curtin, Chen Yanover, Tal El-Hay, Byungjin Choi, Rae Woong Park, Javier Gracia-Tabuenca, Mary Pat Reeve, Thomas Falconer, Keith Humphreys, Steven M. Asch, Tina Hernandez-Boussard
Towards global model generalizability: independent cross-site feature evaluation for patient-level risk prediction models using the OHDSI network. J. Am. Medical Informatics Assoc. 31 (5) (2024)
Sunjun Kweon, Byungjin Choi, Minkyu Kim, Rae Woong Park, Edward Choi
KorMedMCQA: Multi-Choice Question Answering Benchmark for Korean Healthcare Professional Licensing Examinations. CoRR (2024)
Soobeen Seol, Jimyung Park, Chungsoo Kim, Dong Yun Lee, Rae Woong Park
RHEA: Real-World Observational Health Data Exploration Application. MedInfo (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)
Sujin Gan, Chungsoo Kim, Dong Yun Lee, Rae Woong Park
Prediction Models for Readmission Using Home Healthcare Notes and OMOP-CDM. MedInfo (2023)
Junhyuk Chang, Jimyung Park, Chungsoo Kim, Rae Woong Park
A De-Identification Model for Korean Clinical Notes: Using Deep Learning Models. MedInfo (2023)
Jaesung Yoo, Sunghyuk Choi, Ye Seul Yang, Suhyeon Kim, Jieun Choi, Dongkyeong Lim, Yaeji Lim, Hyung Joon Joo, Dae Jung Kim, Rae Woong Park, Hyeong-Jin Yoon, Kwangsoo Kim
Review Learning: Alleviating Catastrophic Forgetting with Generative Replay without Generator. CoRR (2022)
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)
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)
Anna Ostropolets, Christian G. Reich, Patrick B. Ryan, Chunhua Weng, Anthony Molinaro, Frank J. DeFalco, Jitendra Jonnagaddala, Siaw-Teng Liaw, Hokyun Jeon, Rae Woong Park, Matthew E. Spotnitz, Karthik Natarajan, Kristin Kostka, George Argyriou, Robert T. Miller, Andrew E. Williams, Evan Minty, José D. Posada, George Hripcsak
Characterizing database granularity using SNOMED-CT hierarchy. AMIA (2020)
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)
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)
Vojtech Huser, Xiaochun Li, Zuoyi Zhang, Sungjae Jung, Rae Woong Park, Juan M. Banda, Hanieh Razzaghi, Ajit Londhe, Karthik Natarajan
Extending Achilles Heel Data Quality Tool with New Rules Informed by Multi-Site Data Quality Comparison. MedInfo (2019)
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)
Sue-Hyun Lee, Jiyeob Choi, Hun-Sung Kim, Grace Juyun Kim, Kye Hwa Lee, Chan Hee Park, Jongsoo Han, Dukyong Yoon, Man Young Park, Rae Woong Park, Hye-Ryun Kang, Ju Han Kim
Standard-based comprehensive detection of adverse drug reaction signals from nursing statements and laboratory results in electronic health records. J. Am. Medical Informatics Assoc. 24 (4) (2017)
Young-Gun Kim, Kyoungwon Jung, Young-Taek Park, Dahye Shin, Soo Yeon Cho, Dukyong Yoon, Rae Woong Park
Rate of electronic health record adoption in South Korea: A nation-wide survey. Int. J. Medical Informatics 101 (2017)
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)
Doyeop Kim, Sukhoon Lee, Tae Young Kim, Sanghyung Jin, Jaeyeon Park, JeongGil Ko, Rae Woong Park, Dukyong Yoon
Constructing an Open-Access Bio-Signal Repository from Intensive Care Units. MedInfo (2017)
Sukhoon Lee, Jaeyeon Park, Doyeop Kim, Tae Young Kim, Rae Woong Park, Dukyong Yoon, JeongGil Ko
Constructing a Bio-Signal Repository from an Intensive Care Unit for Effective Big-data Analysis: Poster Abstract. SenSys (2016)
George Hripcsak, Jon D. Duke, Nigam H. Shah, Christian G. Reich, Vojtech Huser, Martijn J. Schuemie, Marc A. Suchard, Rae Woong Park, Ian Chi Kei Wong, Peter R. Rijnbeek, Johan van der Lei, Nicole Pratt, G. Niklas Norén, Yu-Chuan Li, Paul E. Stang, David Madigan, Patrick B. Ryan
Observational Health Data Sciences and Informatics (OHDSI): Opportunities for Observational Researchers. MedInfo (2015)
Soo Yeon Cho, Eun Kyoung Ahn, Rae Woong Park
Misclassification of cases by querying modality: comparison of ICD-10 codes with clinical laboratory test results. AMIA (2014)
Dukyong Yoon, Inwhee Park, Man Young Park, Seung Kwon Hong, Rae Woong Park
Monitoring Physicians' Prescription Patterns on Electronic Health Record: The Prescription Pattern around Clinical Event (PACE) Algorithm. MedInfo (2013)
Dukyong Yoon, Byung-Chul Chang, Seong Weon Kang, Hasuk Bae, Rae Woong Park
Adoption of electronic health records in Korean tertiary teaching and general hospitals. Int. J. Medical Informatics 81 (3) (2012)
Dukyong Yoon, Hyosil Kim, Haeyoung Suh-Kim, Rae Woong Park, KiYoung Lee
Differentially co-expressed interacting protein pairs discriminate samples under distinct stages of HIV type 1 infection. BMC Syst. Biol. 5 (S-2) (2011)
Hye Jin Kam, Man Young Park, Woojae Kim, Dukyong Yoon, Eun Kyoung Ahn, Rae Woong Park
Knowledge Integration and Use-Case Analysis for a Customized Drug-Drug Interaction CDS Service. SUComS (2010)
Young-Ho Lee, Ji Eun Choi, Ga Eul Cha, Kyung Jin Lee, Hee Joung Hwang, Byung-Mun Lee, Rae Woong Park
An Architectural Framework for an Adverse Drug Event Surveillance System. AMIA (2006)
Ji Eun Choi, Young-Ho Lee, Un-Gu Kang, Ga Eul Cha, Young Jun Seo, Kyung Jin Lee, Rae Woong Park
Retrospective Evaluation of the Prescribing Behavior of Residents with respect to Nephrotoxic Drugs. AMIA (2006)
Rae Woong Park, Seung Soo Shin, Young In Choi, Jae Ouk Ahn, Sung Chul Hwang
Research Paper: Computerized Physician Order Entry and Electronic Medical Record Systems in Korean Teaching and General Hospitals: Results of a 2004 Survey. J. Am. Medical Informatics Assoc. 12 (6) (2005)