Rae Woong Park

ResearcherID ORCID

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 47

Top Topics

Benign Prostatic Hyperplasia

Machine Learning

Health Insurance

Patients With Inflammatory Bowel Disease

Top Venues

JMIR medical informatics

European psychiatry : the journal of the Association of European Psychiatrists

BMJ open respiratory research

Translational psychiatry

This page only lists publications with an associated author ORCID identifier.

Publications

Dae Yul Yang, Won-Woo Seo, Rae Woong Park, Sang Youl Rhee, Jae Myung Cha, Yoon Soo Hah, Chang Won Jeong, Kyung-Jin Kim, Hyeon Jong Yang, Do Kyung Kim, Ji Yong Ha
Comparison of Finasteride and Dutasteride on Risk of Prostate Cancer in Patients with Benign Prostatic Hyperplasia: A Pooled Analysis of 15 Real-world Databases. The world journal of men's health (2024)
Dong Yun Lee, Gihwan Byeon, Narae Kim, Sang Joon Son, Rae Woong Park, Bumhee Park
Neuroimaging and natural language processing-based classification of suicidal thoughts in major depressive disorder. Translational psychiatry 14 (1) (2024)
Dong Yun Lee, Gihwan Byeon, Narae Kim, Sang Joon Son, Rae Woong Park, Bumhee Park
Neuroimaging and natural language processing-based classification of suicidal thoughts in major depressive disorder. Translational psychiatry 14 (1) (2024)
Aniek F Markus, Peter R Rijnbeek, Jan A Kors, Edward Burn, Talita Duarte Salles, Markus Haug, Chungsoo Kim, Raivo Kolde, Young-Soo Lee, Hae-Sim Park, Rae Woong Park, Daniel Prieto Alhambra, Carlen Reyes, Jerry A Krishnan, Guy G O Brusselle, Katia M C Verhamme
Real-world treatment trajectories of adults with newly diagnosed asthma or COPD. BMJ open respiratory research 11 (1) (2024)
Suncheol Heo, Eun-Ae Kang, Jae Yong Yu, Hae-Reong Kim, Suehyun Lee, Kwang-Soo Kim, Yul Hwangbo, Rae Woong Park, Hyunah Shin, Kyeongmin Ryu, Chungsoo Kim, Hyojung Jung, Yebin Chegal, Jae Hyun Lee, Yu-Rang Park
Time Series AI Model for Acute Kidney Injury Detection Based on a Multicenter Distributed Research Network: Development and Verification Study. JMIR medical informatics 12 (2024)
Aniek F Markus, Peter R Rijnbeek, Jan A Kors, Edward Burn, Talita Duarte Salles, Markus Haug, Chungsoo Kim, Raivo Kolde, Young-Soo Lee, Hae-Sim Park, Rae Woong Park, Daniel Prieto Alhambra, Carlen Reyes, Jerry A Krishnan, Guy G O Brusselle, Katia M C Verhamme
Real-world treatment trajectories of adults with newly diagnosed asthma or COPD. BMJ open respiratory research 11 (1) (2024)
Chungsoo Kim, Dong Han Yu, Hyeran Baek, Jaehyeong Cho, Seng Chan You, Rae Woong Park
Data Resource Profile: Health Insurance Review and Assessment Service Covid-19 Observational Medical Outcomes Partnership (HIRA Covid-19 OMOP) database in South Korea. International journal of epidemiology 53 (3) (2024)
Aniek F Markus, Peter R Rijnbeek, Jan A Kors, Edward Burn, Talita Duarte Salles, Markus Haug, Chungsoo Kim, Raivo Kolde, Young-Soo Lee, Hae-Sim Park, Rae Woong Park, Daniel Prieto Alhambra, Carlen Reyes, Jerry A Krishnan, Guy G O Brusselle, Katia M C Verhamme
Real-world treatment trajectories of adults with newly diagnosed asthma or COPD. BMJ open respiratory research 11 (1) (2024)
Suncheol Heo, Eun-Ae Kang, Jae Yong Yu, Hae-Reong Kim, Suehyun Lee, Kwang-Soo Kim, Yul Hwangbo, Rae Woong Park, Hyunah Shin, Kyeongmin Ryu, Chungsoo Kim, Hyojung Jung, Yebin Chegal, Jae Hyun Lee, Yu-Rang Park
Time Series AI Model for Acute Kidney Injury Detection Based on a Multicenter Distributed Research Network: Development and Verification Study. JMIR medical informatics 12 (2024)
Dong Yun Lee, Gihwan Byeon, Narae Kim, Sang Joon Son, Rae Woong Park, Bumhee Park
Neuroimaging and natural language processing-based classification of suicidal thoughts in major depressive disorder. Translational psychiatry 14 (1) (2024)
Aniek F Markus, Peter R Rijnbeek, Jan A Kors, Edward Burn, Talita Duarte Salles, Markus Haug, Chungsoo Kim, Raivo Kolde, Young-Soo Lee, Hae-Sim Park, Rae Woong Park, Daniel Prieto Alhambra, Carlen Reyes, Jerry A Krishnan, Guy G O Brusselle, Katia M C Verhamme
Real-world treatment trajectories of adults with newly diagnosed asthma or COPD. BMJ open respiratory research 11 (1) (2024)
Young-Soo Lee, Chungsoo Kim, Eun Young Lee, Hyun Young Lee, Seong-Dae Woo, Seng Chan You, Rae Woong Park, Hae-Sim Park
Long-term clinical outcomes of aspirin-exacerbated respiratory disease: Real-world data from an adult asthma cohort. Clinical and experimental allergy : journal of the British Society for Allergy and Clinical Immunology (2023)
Dong Yun Lee, Yong Hyuk Cho, Myoungsuk Kim, Chang Won Jeong, Jae Myung Cha, Geun Hui Won, Jai Sung Noh, Sang Joon Son, Rae Woong Park
Association between impaired glucose metabolism and long-term prognosis at the time of diagnosis of depression: Impaired glucose metabolism as a promising biomarker proposed through a machine-learning approach. European psychiatry : the journal of the Association of European Psychiatrists 66 (1) (2023)
Dong Yun Lee, Yong Hyuk Cho, Myoungsuk Kim, Chang Won Jeong, Jae Myung Cha, Geun Hui Won, Jai Sung Noh, Sang Joon Son, Rae Woong Park
Association between impaired glucose metabolism and long-term prognosis at the time of diagnosis of depression: Impaired glucose metabolism as a promising biomarker proposed through machine learning approach. European psychiatry : the journal of the Association of European Psychiatrists (2023)
Dong Yun Lee, Yong Hyuk Cho, Myoungsuk Kim, Chang Won Jeong, Jae Myung Cha, Geun Hui Won, Jai Sung Noh, Sang Joon Son, Rae Woong Park
Association between impaired glucose metabolism and long-term prognosis at the time of diagnosis of depression: Impaired glucose metabolism as a promising biomarker proposed through a machine-learning approach. European psychiatry : the journal of the Association of European Psychiatrists 66 (1) (2023)
Dong Yun Lee, Yong Hyuk Cho, Myoungsuk Kim, Chang Won Jeong, Jae Myung Cha, Geun Hui Won, Jai Sung Noh, Sang Joon Son, Rae Woong Park
Association between impaired glucose metabolism and long-term prognosis at the time of diagnosis of depression: Impaired glucose metabolism as a promising biomarker proposed through a machine-learning approach. European psychiatry : the journal of the Association of European Psychiatrists 66 (1) (2023)
Dong Yun Lee, Byung Jin Choi, Chungsoo Kim, Egill Axfjord Fridgeirsson, Jenna Marie Reps, Myoungsuk Kim, Jihyeong Kim, Jae Won Jang, Sang Youl Rhee, Won-Woo Seo, Seunghoon Lee, Sang Joon Son, Rae Woong Park
Privacy-Preserving Federated Model Predicting Bipolar Transition in Patients With Depression: Prediction Model Development Study. Journal of medical Internet research 25 (2023)
Dong Yun Lee, Yunmi Shin, Rae Woong Park, Sun-Mi Cho, Sora Han, Changsoon Yoon, Jaheui Choo, Joo Min Shim, Kahee Kim, Sang-Won Jeon, Seong-Ju Kim
Use of eye tracking to improve the identification of attention-deficit/hyperactivity disorder in children. Scientific reports 13 (1) (2023)
Dong Yun Lee, Carmen Andreescu, Howard Aizenstein, Helmet T Karim, Akiko Mizuno, Antonija Kolobaric, Seokyoung Yoon, Yerim Kim, Jaegyun Lim, Ein Jeong Hwang, Yung Taek Ouh, Hyung Hoi Kim, Sang Joon Son, Rae Woong Park
Impact of Symptomatic Menopausal Transition on the Occurrence of Depression, Anxiety, and Sleep Disorders: A Real-World Multi-Site Study. European psychiatry : the journal of the Association of European Psychiatrists (2023)
Dong Yun Lee, Yong Hyuk Cho, Myoungsuk Kim, Chang Won Jeong, Jae Myung Cha, Geun Hui Won, Jai Sung Noh, Sang Joon Son, Rae Woong Park
Association between impaired glucose metabolism and long-term prognosis at the time of diagnosis of depression: Impaired glucose metabolism as a promising biomarker proposed through a machine-learning approach. European psychiatry : the journal of the Association of European Psychiatrists 66 (1) (2023)
Ji-Woo Kim, Chungsoo Kim, Kyoung-Hoon Kim, Yujin Lee, Dong Han Yu, Jeongwon Yun, Hyeran Baek, Rae Woong Park, Seng Chan You
Scalable Infrastructure Supporting Reproducible Nationwide Healthcare Data Analysis toward FAIR Stewardship. Scientific data 10 (1) (2023)
Dong Yun Lee, Yong Hyuk Cho, Myoungsuk Kim, Chang Won Jeong, Jae Myung Cha, Geun Hui Won, Jai Sung Noh, Sang Joon Son, Rae Woong Park
Association between impaired glucose metabolism and long-term prognosis at the time of diagnosis of depression: Impaired glucose metabolism as a promising biomarker proposed through a machine-learning approach. European psychiatry : the journal of the Association of European Psychiatrists 66 (1) (2023)
Chanjung Lee, Brian Jo, Hyun-Ki Woo, Yoori Im, Rae Woong Park, ChulHyoung Park
Chronic Disease Prediction Using the Common Data Model: Development Study. JMIR AI 1 (1) (2022)
Byung Jin Choi, Ah Ran Oh, Seung-Hwa Lee, Dong Yun Lee, Jong-Hwan Lee, Kwangmo Yang, Ha Yeon Kim, Rae Woong Park, Jungchan Park
Prediction Model for 30-Day Mortality after Non-Cardiac Surgery Using Machine-Learning Techniques Based on Preoperative Evaluation of Electronic Medical Records. Journal of clinical medicine 11 (21) (2022)
Seung-Hwa Lee, Jungchan Park, Rae Woong Park, Seo Jeong Shin, Jinseob Kim, Ji Dong Sung, Dae-Jung Kim, Kwangmo Yang
Renin-Angiotensin-Aldosterone System Inhibitors and Risk of Cancer: A Population-Based Cohort Study Using a Common Data Model. Diagnostics (Basel, Switzerland) 12 (2) (2022)
Chongliang Luo, Md Nazmul Islam, Natalie E Sheils, John Buresh, Jenna Marie Reps, Martijn J Schuemie, Patrick B Ryan, Mackenzie Edmondson, Rui Duan, Jiayi Tong, Arielle Marks-Anglin, Jiang Bian, Zhaoyi Chen, Talita Duarte-Salles, Sergio Fernández-Bertolín, Thomas Falconer, Chungsoo Kim, Rae Woong Park, Stephen R Pfohl, Nigam Haresh Shah, Andrew E Williams, Hua Xu, Yujia Zhou, Ebbing Lautenbach, Jalpa A Doshi, Rachel M Werner, David A Asch, Yong Chen
DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models. Nature communications 13 (1) (2022)
Chanjung Lee, Brian Jo, Hyun-Ki Woo, Yoori Im, Rae Woong Park, ChulHyoung Park
Chronic Disease Prediction Using the Common Data Model: Development Study. JMIR AI 1 (1) (2022)
ChulHyoung Park, Seng Chan You, Hokyun Jeon, Chang Won Jeong, Jin Wook Choi, Rae Woong Park
Development and Validation of the Radiology Common Data Model (R-CDM) for the International Standardization of Medical Imaging Data. Yonsei medical journal 63 (Suppl) (2022)
Chanjung Lee, Brian Jo, Hyun-Ki Woo, Yoori Im, Rae Woong Park, ChulHyoung Park
Chronic Disease Prediction Using the Common Data Model: Development Study. JMIR AI 1 (1) (2022)
Min Ho An, Seng Chan You, Rae Woong Park, Seongwon Lee
Using an Extended Technology Acceptance Model to Understand the Factors Influencing Telehealth Utilization After Flattening the COVID-19 Curve in South Korea: Cross-sectional Survey Study. JMIR medical informatics 9 (1) (2021)
Hokyun Jeon, Seng Chan You, Seok Yun Kang, Seung In Seo, Jeremy L Warner, Rimma Belenkaya, Rae Woong Park
Characterizing the Anticancer Treatment Trajectory and Pattern in Patients Receiving Chemotherapy for Cancer Using Harmonized Observational Databases: Retrospective Study. JMIR medical informatics 9 (4) (2021)
Jenna Marie Reps, Chungsoo Kim, Ross D Williams, Aniek F Markus, Cynthia Yang, Talita Duarte Salles, Thomas Falconer, Jitendra Jonnagaddala, Andrew E Williams, Sergio Fernandez-Bertolin, Scott L Duvall, Kristin Kostka, Gowtham Rao, Azza Shoaib, Anna Ostropolets, Matthew E Spotnitz, Lin Zhang, Paula Casajust, Ewout Willem Steyerberg, Fredrik Nyberg, Benjamin Skov Kaas-Hansen, Young Hwa Choi, Daniel R Morales, Siaw-Teng Liaw, Maria Tereza Fernandes Abrahão, Carlos Morgado Areia, Michael E Matheny, Kristine E Lynch, Maria Aragón, Rae Woong Park, George Hripcsak, Christian G Reich, Marc A Suchard, Seng Chan You, Patrick B Ryan, Daniel Prieto Alhambra, Peter R Rijnbeek
Implementation of the COVID-19 Vulnerability Index Across an International Network of Health Care Data Sets: Collaborative External Validation Study. JMIR medical informatics 9 (4) (2021)
Jimyung Park, Seng Chan You, Eugene Jeong, Chunhua Weng, Dongsu Park, Jin Roh, Dong Yun Lee, Jae-Youn Cheong, Jin Wook Choi, Mira Kang, Rae Woong Park
A Framework (SOCRATex) for Hierarchical Annotation of Unstructured Electronic Health Records and Integration Into a Standardized Medical Database: Development and Usability Study. JMIR medical informatics 9 (3) (2021)
Seo Jeong Shin, Jungchan Park, Seung-Hwa Lee, Kwang-Mo Yang, Rae Woong Park
Predictability of Mortality in Patients With Myocardial Injury After Noncardiac Surgery Based on Perioperative Factors via Machine Learning: Retrospective Study. JMIR medical informatics 9 (10) (2021)
Dong Yun Lee, Jimyung Park, Jai Sung Noh, Hyun Woong Roh, Jae Ho Ha, Eun Young Lee, Sang Joon Son, Rae Woong Park
Characteristics of Dimensional Psychopathology in Suicidal Patients With Major Psychiatric Disorders and Its Association With the Length of Hospital Stay: Algorithm Validation Study. JMIR mental health 8 (9) (2021)
Jaehyeong Cho, Jimyung Park, Eugene Jeong, Jihye Shin, Sangjeong Ahn, Min Geun Park, Rae Woong Park, Yongkeun Park
Machine Learning Approach Using Routine Immediate Postoperative Laboratory Values for Predicting Postoperative Mortality. Journal of personalized medicine 11 (12) (2021)
Sungdam Han, Minkook Son, Byung Jin Choi, ChulHyoung Park, Dong Ho Shin, Jong Hwan Jung, Min-Jeong Lee, Gyu-Tae Shin, Heungsoo Kim, Rae Woong Park, Cheol Whee Park
Characterization of Medication Trends for Chronic Kidney Disease: Mineral and Bone Disorder Treatment Using Electronic Health Record-Based Common Data Model. BioMed research international 2021 (2021)
Anastasiya Nestsiarovich, Jenna M Reps, Michael E Matheny, Scott L DuVall, Kristine E Lynch, Maura Beaton, Xinzhuo Jiang, Matthew E Spotnitz, Stephen R Pfohl, Nigam Haresh Shah, Carmen Olga Torre, Christian G Reich, Dong Yun Lee, Sang Joon Son, Seng Chan You, Rae Woong Park, Patrick B Ryan, Christophe Gerard Lambert
Predictors of diagnostic transition from major depressive disorder to bipolar disorder: a retrospective observational network study. Translational psychiatry 11 (1) (2021)
Suho Jin, Kristin Kostka, Jose D Posada, Yeesuk Kim, Seung In Seo, Dong Yun Lee, Nigam H Shah, Sungwon Roh, Young-Hyo Lim, Sun Geu Chae, Uram Jin, Sang Joon Son, Christian Reich, Peter R Rijnbeek, Rae Woong Park, Seng Chan You
Prediction of Major Depressive Disorder Following Beta-Blocker Therapy in Patients with Cardiovascular Diseases. Journal of personalized medicine 10 (4) (2020)
Youn I Choi, Yoon Jae Kim, Jun Won Chung, Kyoung Oh Kim, Hakki Kim, Rae Woong Park, Dong Kyun Park
Effect of Age on the Initiation of Biologic Agent Therapy in Patients With Inflammatory Bowel Disease: Korean Common Data Model Cohort Study. JMIR medical informatics 8 (4) (2020)
Young-Taek Park, Donghwan Kim, Rae Woong Park, Koray Atalag, In Ho Kwon, Dukyong Yoon, Jong Man Kim
Association between Full Electronic Medical Record System Adoption and Drug Use: Antibiotics and Polypharmacy. Healthcare informatics research 26 (1) (2020)
Eunjoo Jeon, Youngsam Kim, Hojun Park, Rae Woong Park, Hyopil Shin, Hyeoun Ae Park
Analysis of Adverse Drug Reactions Identified in Nursing Notes Using Reinforcement Learning. Healthcare informatics research 26 (2) (2020)
Jaehyeong Cho, Seng Chan You, Seongwon Lee, DongSu Park, Bumhee Park, George Hripcsak, Rae Woong Park
Application of Epidemiological Geographic Information System: An Open-Source Spatial Analysis Tool Based on the OMOP Common Data Model. International journal of environmental research and public health 17 (21) (2020)
Seng Chan You, Sungjae Jung, Joel N Swerdel, Patrick B Ryan, Martijn J Schuemie, Marc A Suchard, Seongwon Lee, Jaehyeong Cho, George Hripcsak, Rae Woong Park, Chan Joo Lee
Comparison of First-Line Dual Combination Treatments in Hypertension: Real-World Evidence from Multinational Heterogeneous Cohorts. Korean circulation journal 50 (1) (2019)
Seo Jeong Shin, Seng Chan You, Yu-Rang Park, Jin Roh, Jang-Hee Kim, Woo Sik Yu, Christian G Reich, Clair Blacketer, Dae-Soon Son, Seungbin Oh, Rae Woong Park
Genomic Common Data Model for Seamless Interoperation of Biomedical Data in Clinical Practice: Retrospective Study. Journal of medical Internet research 21 (3) (2019)
Mun Yee Tham, Qing Ye, Pei San Ang, Liza Y Fan, Dukyong Yoon, Rae Woong Park, Zheng Jye Ling, James W Yip, Bee Choo Tai, Stephen J W Evans, Cynthia Sung
Application and optimisation of the Comparison on Extreme Laboratory Tests (CERT) algorithm for detection of adverse drug reactions: Transferability across national boundaries. Pharmacoepidemiology and drug safety 27 (1) (2017)
Young Gun Kim, JungHyun Byun, Dukyong Yoon, Ja Young Jeon, Seung Jin Han, Dae Jung Kim, Kwan-Woo Lee, Rae Woong Park, Hae Jin Kim
Renal Protective Effect of DPP-4 Inhibitors in Type 2 Diabetes Mellitus Patients: A Cohort Study. Journal of diabetes research 2016 (2016)