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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
2025 | Journal article
DOI: 10.5534/wjmh.230327
Contributors: 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 et al.
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Comparison of the efficacy and safety of bupropion versus aripiprazole augmentation in adults with treatment-resistant depression: a nationwide cohort study in South Korea

European Psychiatry
2025 | Journal article
DOI: 10.1192/j.eurpsy.2024.1815
Contributors: Dong Yun Lee; Rae Woong Park; Soo Min Jeon
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Impact of Regulatory Post‐Market Safety Advisories on Prescribing Practices: An Interrupted Time Series Analysis

Clinical Pharmacology & Therapeutics
2025-02-22 | Journal article
DOI: 10.1002/cpt.3614
Contributors: Seonji Kim; Subin Kim; Chungsoo Kim; Junhyuk Chang; Rae Woong Park; Kyung Won Kim; Seng Chan You
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Analysis of Retinal Thickness in Patients With Chronic Diseases Using Standardized Optical Coherence Tomography Data: Database Study Based on the Radiology Common Data Model

JMIR Medical Informatics
2025-02-21 | Journal article
DOI: 10.2196/64422
Contributors: ChulHyoung Park; So Hee Lee; Da Yun Lee; Seoyoon Choi; Seng Chan You; Ja Young Jeon; Sang Jun Park; Rae Woong Park
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Public perception and changing attitudes toward antidepressants over a decade in social media: lessons learned from online discussion using artificial intelligence (Preprint)

2024-11-20 | Preprint
DOI: 10.2196/preprints.69023
Contributors: Min Ho An; Min Kyu Kim; Jueon Kim; Seheon Chang; Dong Yun Lee; Rae Woong Park
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Assessing ChatGPT’s Clinical Competency and Patient Perceptions in Emergency Medicine: Insights from Clinical Performance Examinations (Preprint)

2024-11-06 | Preprint
DOI: 10.2196/preprints.68409
Contributors: ChulHyoung Park; Min Ho An; Gyubeom Hwang; Rae Woong Park; Juho An
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Analysis of Retinal Thickness in Patients with Chronic Diseases Using Standardized Optical Coherence Tomography Databases Based on the Radiology Common Data Model (R-CDM) (Preprint)

2024-07-18 | Preprint
DOI: 10.2196/preprints.64422
Contributors: ChulHyoung Park; So Hee Lee; Rae Woong Park; Sang Jun Park; Seo Yoon Choi; Seng Chan You; Ja Young Jeon; Da Yeon Lee
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Crossref

Time Series AI Model for Acute Kidney Injury Detection Based on a Multicenter Distributed Research Network: Development and Verification Study

JMIR Medical Informatics
2024-07-05 | Journal article
DOI: 10.2196/47693
Contributors: Suncheol Heo; Eun-Ae Kang; Jae Yong Yu; Hae Reong Kim; Suehyun Lee; Kwangsoo Kim; Yul Hwangbo; Rae Woong Park; Hyunah Shin; Kyeongmin Ryu et al.
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Neuroimaging and natural language processing-based classification of suicidal thoughts in major depressive disorder

Translational Psychiatry
2024-07-04 | Journal article
DOI: 10.1038/s41398-024-02989-7
Contributors: Dong Yun Lee; Gihwan Byeon; Narae Kim; Sang Joon Son; Rae Woong Park; Bumhee Park
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Association between pre-diagnostic serum uric acid levels in patients with newly diagnosed epilepsy and conversion rate to drug-resistant epilepsy within 5 years: A common data model analysis

Seizure: European Journal of Epilepsy
2024-05 | Journal article
DOI: 10.1016/j.seizure.2024.04.014
Contributors: Seungyon Koh; Dong Yun Lee; Jae Myung Cha; Yerim Kim; Hyung Hoi Kim; Hyeon-Jong Yang; Rae Woong Park; Jun Young Choi
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Comparative Effectiveness and Safety Outcomes Between Denosumab and Bisphosphonate in South Korea

2024-05-08 | Other
DOI: 10.1093/jbmr/zjae070
Contributors: Ja Young Jeon; Rae Woong Park; ChulHyoung Park; Chungsoo Kim
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Crossref

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
2024-04-11 | Journal article
DOI: 10.1093/ije/dyae062
Contributors: Chungsoo Kim; Dong Han Yu; Hyeran Baek; Jaehyeong Cho; Seng Chan You; Rae Woong Park
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Assessing the potential of ChatGPT for psychodynamic formulations in psychiatry: An exploratory study

Psychiatry Research
2024-01 | Journal article
DOI: 10.1016/j.psychres.2023.115655
Contributors: Gyubeom Hwang; Dong Yun Lee; Soobeen Seol; Jaeoh Jung; Yeonkyu Choi; Eun Sil Her; Min Ho An; Rae Woong Park
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Safety outcomes of antipsychotics classes in drug-naïve patients with first-episode schizophrenia: A nationwide cohort study in South Korea

Asian Journal of Psychiatry
2024-01 | Journal article
DOI: 10.1016/j.ajp.2023.103857
Contributors: Dong Yun Lee; Chungsoo Kim; Dong Han Yu; Rae Woong Park
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A De-Identification Model for Korean Clinical Notes: Using Deep Learning Models

2024-01-25 | Book chapter
DOI: 10.3233/SHTI231242
Contributors: Junhyuk Chang; Jimyung Park; Chungsoo Kim; Rae Woong Park
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Multi-Institutional Collaborative Research Using Ophthalmic Medical Image Data Standardized by Radiology Common Data Model (R-CDM)

2024-01-25 | Book chapter
DOI: 10.3233/SHTI230925
Contributors: ChulHyoung Park; Sang Jun Park; Da Yun Lee; Seng Chan You; Kihwang Lee; Rae Woong Park
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Prediction Models for Readmission Using Home Healthcare Notes and OMOP-CDM

2024-01-25 | Book chapter
DOI: 10.3233/SHTI231233
Contributors: Sujin Gan; Chungsoo Kim; Dong Yun Lee; Rae Woong Park
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RHEA: Real-World Observational Health Data Exploration Application

2024-01-25 | Book chapter
DOI: 10.3233/SHTI231251
Contributors: Soobeen Seol; Jimyung Park; Chungsoo Kim; Dong Yun Lee; Rae Woong Park
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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
2023 | Journal article
DOI: 10.1192/j.eurpsy.2023.10
Contributors: 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
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Efficacy of Co-Medications in Patients with Alcoholic Liver Disease

Digestive Diseases
2023 | Journal article
DOI: 10.1159/000529914
Contributors: Timo Itzel; Thomas Falconer; Ana Roig; Jimmy Daza; Jimyung Park; Jae Youn Cheong; Rae Woong Park; Isabella Wiest; Matthias P Ebert; George Hripcsak et al.
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Impact of Trimetazidine on the Incident Heart Failure After Coronary Artery Revascularization

Journal of Cardiovascular Pharmacology
2023-10 | Journal article
DOI: 10.1097/FJC.0000000000001453
Contributors: Sangwoo Park; Junhyuk Chang; Seung-Pyo Hong; Eun-Sun Jin; Min Gyu Kong; Ha-Young Choi; Seong Soon Kwon; Gyung-min Park; Rae Woong Park
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Scalable Infrastructure Supporting Reproducible Nationwide Healthcare Data Analysis toward FAIR Stewardship

Scientific Data
2023-10-04 | Journal article
DOI: 10.1038/s41597-023-02580-7
Contributors: Ji-Woo Kim; Chungsoo Kim; Kyoung-Hoon Kim; Yujin Lee; Dong Han Yu; Jeongwon Yun; Hyeran Baek; Rae Woong Park; Seng Chan You
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Long‐term clinical outcomes of aspirin‐exacerbated respiratory disease: Real‐world data from an adult asthma cohort

Clinical & Experimental Allergy
2023-09 | Journal article
DOI: 10.1111/cea.14362
Contributors: Youngsoo Lee; Chungsoo Kim; Eunyoung Lee; Hyun Young Lee; Seong‐Dae Woo; Seng Chan You; Rae Woong Park; Hae‐Sim Park
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Use of eye tracking to improve the identification of attention-deficit/hyperactivity disorder in children

Scientific Reports
2023-09-02 | Journal article
DOI: 10.1038/s41598-023-41654-9
Contributors: 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 et al.
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Development and Verification of Time-Series Deep Learning for Drug-Induced Liver Injury Detection in Patients Taking Angiotensin II Receptor Blockers: A Multicenter Distributed Research Network Approach

Healthcare Informatics Research
2023-07-31 | Journal article
DOI: 10.4258/hir.2023.29.3.246
Contributors: Suncheol Heo; Jae Yong Yu; Eun Ae Kang; Hyunah Shin; Kyeongmin Ryu; Chungsoo Kim; Yebin Chegal; Hyojung Jung; Suehyun Lee; Rae Woong Park et al.
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Crossref

Feasibility Study of Federated Learning on the Distributed Research Network of OMOP Common Data Model

Healthcare Informatics Research
2023-04-30 | Journal article
DOI: 10.4258/hir.2023.29.2.168
Contributors: Geun Hyeong Lee; Jonggul Park; Jihyeong Kim; Yeesuk Kim; Byungjin Choi; Rae Woong Park; Sang Youl Rhee; Soo-Yong Shin
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Development and Verification of a Time Series AI Model for Acute Kidney Injury Detection Based on a Multicenter Distributed Research Network (Preprint)

2023-03-30 | Preprint
DOI: 10.2196/preprints.47693
Contributors: Suncheol Heo; Eun-Ae Kang; Jae Yong Yu; Hae Reong Kim; Suehyun Lee; Kwangsoo Kim; Yul Hwangbo; Rae Woong Park; Hyunah Shin; Kyeongmin Ryu et al.
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Crossref

Development and Validation of the Radiology Common Data Model (R-CDM) for the International Standardization of Medical Imaging Data

Yonsei Medical Journal
2022 | Journal article
DOI: 10.3349/ymj.2022.63.S74
Contributors: ChulHyoung Park; Seng Chan You; Hokyun Jeon; Chang Won Jeong; Jin Wook Choi; Rae Woong Park
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Crossref

Establishment of an International Evidence Sharing Network Through Common Data Model for Cardiovascular Research

Korean Circulation Journal
2022 | Journal article
DOI: 10.4070/kcj.2022.0294
Contributors: Seng Chan You; Seongwon Lee; Byungjin Choi; Rae Woong Park
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Crossref

Chronic Disease Prediction Using the Common Data Model: Development Study

JMIR AI
2022-12-22 | Journal article
DOI: 10.2196/41030
Contributors: Chanjung Lee; Brian Jo; Hyunki Woo; Yoori Im; Rae Woong Park; ChulHyoung Park
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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
2022-11-01 | Journal article
DOI: 10.3390/jcm11216487
Contributors: Byungjin Choi; Ah Ran Oh; Seung-Hwa Lee; Dong Yun Lee; Jong-Hwan Lee; Kwangmo Yang; Ha Yeon Kim; Rae Woong Park; Jungchan Park
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Chronic Disease Prediction Using Common Data Model (Preprint)

2022-07-13 | Preprint
DOI: 10.2196/preprints.41030
Contributors: Chanjung Lee; Brian Jo; Hyunki Woo; Yoori Im; Rae Woong Park; ChulHyoung Park
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Crossref

Applying the OMOP Common Data Model to Facilitate Benefit-Risk Assessments of Medicinal Products Using Real-World Data from Singapore and South Korea

Healthcare Informatics Research
2022-04-30 | Journal article
DOI: 10.4258/hir.2022.28.2.112
Contributors: Hui Xing Tan; Desmond Chun Hwee Teo; Dongyun Lee; Chungsoo Kim; Jing Wei Neo; Cynthia Sung; Haroun Chahed; Pei San Ang; Doreen Su Yin Tan; Rae Woong Park et al.
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Renin-Angiotensin-Aldosterone System Inhibitors and Risk of Cancer: A Population-Based Cohort Study Using a Common Data Model

Diagnostics
2022-01-21 | Journal article
DOI: 10.3390/diagnostics12020263
Contributors: Seung-Hwa Lee; Jungchan Park; Rae Woong Park; Seo Jeong Shin; Jinseob Kim; Ji Dong Sung; Dae Jung Kim; Kwangmo Yang
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Machine Learning Approach Using Routine Immediate Postoperative Laboratory Values for Predicting Postoperative Mortality

Journal of Personalized Medicine
2021-12-01 | Journal article
DOI: 10.3390/jpm11121271
Contributors: Jaehyeong Cho; Jimyung Park; Eugene Jeong; Jihye Shin; Sangjeong Ahn; Min Geun Park; Rae Woong Park; Yongkeun Park
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A standardized analytics pipeline for reliable and rapid development and validation of prediction models using observational health data

Computer Methods and Programs in Biomedicine
2021-11 | Journal article
DOI: 10.1016/j.cmpb.2021.106394
Contributors: 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 et al.
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Predictability of Mortality in Patients With Myocardial Injury After Noncardiac Surgery Based on Perioperative Factors via Machine Learning: Retrospective Study

JMIR Medical Informatics
2021-10-14 | Journal article
DOI: 10.2196/32771
Contributors: Seo Jeong Shin; Jungchan Park; Seung-Hwa Lee; Kwangmo Yang; Rae Woong Park
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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
2021-09-03 | Journal article
DOI: 10.2196/30827
Contributors: Dong Yun Lee; Jimyung Park; Jai Sung Noh; Hyun Woong Roh; Jae Ho Ha; Eun Young Lee; Sang Joon Son; Rae Woong Park
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Predictability of Mortality in Patients With Myocardial Injury After Noncardiac Surgery Based on Perioperative Factors via Machine Learning: Retrospective Study (Preprint)

2021-08-09 | Other
DOI: 10.2196/preprints.32771
Contributors: Seo Jeong Shin; Jungchan Park; Seung-Hwa Lee; Kwangmo Yang; Rae Woong Park
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Characteristics of Dimensional Psychopathology in Suicidal Patients With Major Psychiatric Disorders and Its Association With the Length of Hospital Stay: Algorithm Validation Study (Preprint)

2021-05-31 | Other
DOI: 10.2196/preprints.30827
Contributors: Dong Yun Lee; Jimyung Park; Jai Sung Noh; Hyun Woong Roh; Jae Ho Ha; Eun Young Lee; Sang Joon Son; Rae Woong Park
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Characterizing the Anticancer Treatment Trajectory and Pattern in Patients Receiving Chemotherapy for Cancer Using Harmonized Observational Databases: Retrospective Study

JMIR Medical Informatics
2021-04-06 | Journal article
DOI: 10.2196/25035
Contributors: Hokyun Jeon; Seng Chan You; Seok Yun Kang; Seung In Seo; Jeremy L Warner; Rimma Belenkaya; Rae Woong Park
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Characterization of Medication Trends for Chronic Kidney Disease: Mineral and Bone Disorder Treatment Using Electronic Health Record‐Based Common Data Model

BioMed Research International
2021-01 | Journal article
DOI: 10.1155/2021/5504873
Contributors: Sungdam Han; Minkook Son; Byungjin Choi; ChulHyoung Park; Dong Ho Shin; Jong Hwan Jung; Min-Jeong Lee; Gyu-Tae Shin; Heungsoo Kim; Rae Woong Park et al.
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Style transfer strategy for developing a generalizable deep learning application in digital pathology

Computer Methods and Programs in Biomedicine
2021-01 | Journal article
DOI: 10.1016/j.cmpb.2020.105815
Contributors: Seo Jeong Shin; Seng Chan You; Hokyun Jeon; Ji Won Jung; Min Ho An; Rae Woong Park; Jin Roh
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COVID-19 International Collaborative Research by the Health Insurance Review and Assessment Service Using Its Nationwide Real-world Data: Database, Outcomes, and Implications

Journal of Preventive Medicine and Public Health
2021-01-31 | Journal article
DOI: 10.3961/jpmph.20.616
Contributors: Yeunsook Rho; Do Yeon Cho; Yejin Son; Yu Jin Lee; Ji Woo Kim; Hye Jin Lee; Seng Chan You; Rae Woong Park; Jin Yong Lee
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Incorporation of Korean Electronic Data Interchange Vocabulary into Observational Medical Outcomes Partnership Vocabulary

Healthcare Informatics Research
2021-01-31 | Journal article
DOI: 10.4258/hir.2021.27.1.29
Contributors: Yeonchan Seong; Seng Chan You; Anna Ostropolets; Yeunsook Rho; Jimyung Park; Jaehyeong Cho; Dmitry Dymshyts; Christian G. Reich; Yunjung Heo; Rae Woong Park
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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
2021-01-08 | Journal article
DOI: 10.2196/25435
Contributors: Min Ho An; Seng Chan You; Rae Woong Park; Seongwon Lee
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Association between Full Electronic Medical Record System Adoption and Drug Use: Antibiotics and Polypharmacy

Healthcare Informatics Research
2020 | Journal article
DOI: 10.4258/hir.2020.26.1.68
Contributors: Young-Taek Park; Donghwan Kim; Rae Woong Park; Koray Atalag; In Ho Kwon; Dukyong Yoon; Mona Choi
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Comparison of First-Line Dual Combination Treatments in Hypertension: Real-World Evidence from Multinational Heterogeneous Cohorts

Korean Circulation Journal
2020 | Journal article
DOI: 10.4070/kcj.2019.0173
Contributors: 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 et al.
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Prediction of Major Depressive Disorder Following Beta-Blocker Therapy in Patients with Cardiovascular Diseases

Journal of Personalized Medicine
2020-12 | Journal article | Author
DOI: 10.3390/jpm10040288
Contributors: 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 et al.
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Multidisciplinary Digital Publishing Institute

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 (Preprint)

2020-11-02 | Other
DOI: 10.2196/preprints.25435
Contributors: Min Ho An; Seng Chan You; Rae Woong Park; Seongwon Lee
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