Dr. You’s research group members are in bold. First authors among Dr. You’s research group members are indicated by asterisk. Senior or corresponding authors among Dr. You’s research group are underlined. The impact factors are calculated based on a year prior to the publication.

2024

  • Ji-Yong Jang, Seonji Kim, Jaehyeong Cho, Sung-youn Chun, Seng Chan You, and Jung-Sun Kim. “Comparative Effectiveness of Moderate-Intensity Statin with Ezetimibe Therapy versus High-Intensity Statin Monotherapy in Patients with Acute Coronary Syndrome: A Nationwide Cohort Study.” Scientific Reports (IF 3.8) 14, no. 1 (January 8, 2024): 838. https://doi.org/10.1038/s41598-024-51310-5.

  • Kyulee Jeon, Woo Yeon Park, Charles E. Kahn, Paul Nagy, Seng Chan You, and Soon Ho Yoon. “Advancing Medical Imaging Research Through Standardization: The Path to Rapid Development, Rigorous Validation, and Robust Reproducibility.” Investigative Radiology (IF 7.0), July 11, 2024. https://doi.org/10.1097/RLI.0000000000001106.

  • Hanjae Kim, Hee Min Jin, Yoon Bin Jung, and Seng Chan You. “Patient-Friendly Discharge Summaries in Korea Based on ChatGPT: Software Development and Validation.” Journal of Korean Medical Science (IF 3.0) 39, no. 16 (April 16, 2024). https://doi.org/10.3346/jkms.2024.39.e148.

  • Subin Kim, Min Ho An, Dong Yun Lee, Min-Gyu Kim, Gyubeom Hwang, Yunjung Heo, and Seng Chan You. “Impact of the Early COVID-19 Pandemic on Suicide Attempts and Suicide Deaths in South Korea, 2016–2020: An Interrupted Time Series Analysis.” Psychiatry Investigation (IF 1.98) 21, no. 9 (September 3, 2024): 1007–15.

  • Dong Yun Lee, Chungsoo Kim, Jiwoo Kim, Jeongwon Yun, Yujin Lee, Celine Sze Ling Chui, Sang Joon Son, Rae Woong Park, and Seng Chan You. “Comparative Estimation of the Effects of Antihypertensive Medications on Schizophrenia Occurrence: A Multinational Observational Cohort Study.” BMC Psychiatry (IF 3.4) 24, no. 1 (February 16, 2024): 128. https://doi.org/10.1186/s12888-024-05578-6.

  • Sang-Hyup Lee, Kyu Lee Jeon, Yong-Joon Lee, Seng Chan You, Seung-Jun Lee, Sung-Jin Hong, Chul-Min Ahn, et al. “Development of Clinically Validated Artificial Intelligence Model for Detecting ST-Segment Elevation Myocardial Infarction.” Annals of Emergency Medicine (IF 5.4) 0, no. 0 (July 26, 2024). https://doi.org/10.1016/j.annemergmed.2024.06.004.

  • Seung‐Jun Lee, Jaehyeong Cho, Jihye Shin, Sung‐Jin Hong, Chul‐Min Ahn, Jung‐Sun Kim, Young‐Guk Ko, Donghoon Choi, Myeong-Ki Hong, Seng Chan You and Byeong-Keuk Kim. “Predicting Individual Treatment Effects to Determine Duration of Dual Antiplatelet Therapy After Stent Implantation.” Journal of the American Heart Association (IF 5.0) 13, no. 19 (October 2024): e034862. https://doi.org/10.1161/JAHA.124.034862.

  • Woo Yeon Park, Kyulee Jeon, Teri Sippel Schmidt, Haridimos Kondylakis, Tarik Alkasab, Blake E. Dewey, Seng Chan You, and Paul Nagy. “Development of Medical Imaging Data Standardization for Imaging-Based Observational Research: OMOP Common Data Model Extension.” Journal of Imaging Informatics in Medicine (IF 2.9), February 5, 2024. https://doi.org/10.1007/s10278-024-00982-6.

  • Yae Won Park, Sujeong Eom, Seungwoo Kim, Sungbin Lim, Ji Eun Park, Ho Sung Kim, Seng Chan You, Sung Soo Ahn, and Seung-Koo Lee. “Differentiation of Glioblastoma from Solitary Brain Metastasis Using Deep Ensembles: Empirical Estimation of Uncertainty for Clinical Reliability.” Computer Methods and Programs in Biomedicine (IF 4.9) 254 (September 1, 2024): 108288. https://doi.org/10.1016/j.cmpb.2024.108288.

  • Seng Chan You *, Xiaoxi Yao, Behnood Bikdeli, and Erica S. Spatz. “Embracing Change.” Journal of the American College of Cardiology (IF 21.7) 84, no. 15 (October 8, 2024): 1495–97. https://doi.org/10.1016/j.jacc.2024.08.047.

2023

  • Seng Chan You *. “Are Bleeding Events Valid as a Surrogate Endpoint for Mortality in Cardiovascular Clinical Trials?.” JACC: Advances 2, no. 3 (May 1, 2023): 100335. https://doi.org/10.1016/j.jacadv.2023.100335.

  • Seng Chan You *, Seung In Seo, Thomas Falconer, Chen Yanover, Talita Duarte-Salles, Sarah Seager, Jose D. Posada, et al. “Ranitidine Use and Incident Cancer in a Multinational Cohort.” JAMA Network Open (IF 13.8) 6, no. 9 (September 19, 2023): e2333495. https://doi.org/10.1001/jamanetworkopen.2023.33495.

  • Jin Ryu, Sujeong Eom, Hyeon Chang Kim, Chang Oh Kim, Yumie Rhee, Seng Chan You, and Namki Hong. “Chest X-Ray-Based Opportunistic Screening of Sarcopenia Using Deep Learning.” Journal of Cachexia, Sarcopenia and Muscle (IF 8.9) 14, no. 1 (2023): 418–28. https://doi.org/10.1002/jcsm.13144.

  • Ji-Woo Kim, Chungsoo Kim, Kyoung-Hoon Kim, Yujin Lee, Dong Han Yu, Jeongwon Yun, Hyeran Baek, Rae Woong Park, and Seng Chan You. “Scalable Infrastructure Supporting Reproducible Nationwide Healthcare Data Analysis toward FAIR Stewardship.” Scientific Data (IF 9.8) 10, no. 1 (October 4, 2023): 674. https://doi.org/10.1038/s41597-023-02580-7

  • Iksung Cho, William D. Kim, Subin Kim, Kyu-Yong Ko, Yeonchan Seong, Dae-Young Kim, Jiwon Seo, Chi Young Shim, Jong-Won Ha, Makaoto Mori, Aakriti Gupta, Seng Chan You, et al. “Reclassification of Moderate Aortic Stenosis Based on Data-Driven Phenotyping of Hemodynamic Progression.” Scientific Reports (IF 4.6) 13, no. 1 (April 24, 2023): 6694. https://doi.org/10.1038/s41598-023-33683-1.

  • Ryoung-Eun Ko, Jaehyeong Cho, Min-Kyue Shin, Sung Woo Oh, Yeonchan Seong, Jeongseok Jeon, Kyeongman Jeon, Soonmyung Park, Joon Seok Kim, Sang Joon Shin, Joong Bae Ahn, Jong Hyuck Park, Seng Chan You, and Han Sang Kim. “Machine Learning-Based Mortality Prediction Model for Critically Ill Cancer Patients Admitted to the Intensive Care Unit (CanICU).” Cancers (IF 5.2) 15, no. 3 (January 2023): 569. https://doi.org/10.3390/cancers15030569.

2022

  • Seng Chan You * , Seongwon Lee, Byungjin Choi, and Rae Woong Park. “Establishment of an International Evidence Sharing Network Through Common Data Model for Cardiovascular Research.” Korean Circulation Journal (IF 3.1) 52, no. 12 (December 2022): 853–64. https://doi.org/10.4070/kcj.2022.0294.
  • Seng Chan You * , Harlan M. Krumholz. “The Evolution of Evidence-Based Medicine: When the Magic of the Randomized Clinical Trial Meets Real-World Data” (Editorial) Circulation (IF 29.69), January 11, 2022;145:107–10. https://doi.org/10.1161/CIRCULATIONAHA.121.057931. Related Post
  • ChulHyoung Park, Seng Chan You * , Hokyun Jeon, Chang Won Jeong, Jin Wook Choi, and 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 (IF 2.76), January 1, 2022: S74-0. https://doi.org/10.3349/ymj.2022.63.S74.
  • Kyu‐Yong Ko, Iksung Cho, Subin Kim, Yeonchan Seong, Dae‐Young Kim, Ji Won Seo, Seng Chan You, Chi Young Shim, Geu‐Ru Hong, and Jong‐Won Ha. “Identification of Distinct Subgroups in Moderately Severe Rheumatic Mitral Stenosis Using Data‐Driven Phenotyping of Longitudinal Hemodynamic Progression.” Journal of the American Heart Association (IF 5.5) 11, no. 15 (August 2, 2022): e026375. https://doi.org/10.1161/JAHA.121.026375.
  • Yae Won Park, Seo Jeong Shin * , Jihwan Eom, Heirim Lee, Seng Chan You, Sung Soo Ahn, Soo Mee Lim, Rae Woong Park, and Seung-Koo Lee. “Cycle-Consistent Adversarial Networks Improves Generalizability of Radiomics Model in Grading Meningiomas on External Validation.” Scientific Reports (IF 5.00) 12, no. 1 (April 29, 2022): 7042. https://doi.org/10.1038/s41598-022-10956-9.
  • Yae Won Tak, Seng Chan You * , Jeong Hyun Han, Soon-Seok Kim, Gi-Tae Kim, and Yura Lee. “Perceived Risk of Re-Identification in OMOP-CDM Database: A Cross-Sectional Survey.” Journal of Korean Medical Science (IF 5.35) 37, no. 26 (June 20, 2022). https://doi.org/10.3346/jkms.2022.37.e205.
  • Jimyung Park, Seng Chan You * , Jaehyeong Cho, Chan Hyuk Park, Woon Geon Shin, Rae Woong Park, and Seung In Seo. “Comparative Risk of Incidence and Clinical Outcomes of COVID-19 among Proton Pump Inhibitor and Histamine-2 Receptor Antagonist Short-Term Users: A Nationwide Retrospective Cohort Study.” BMC Pharmacology & Toxicology (IF2.61) 23, no. 1 (January 17, 2022): 9. https://doi.org/10.1186/s40360-022-00549-7.

2021

  • Seng Chan You * , Harlan M. Krumholz, Marc A. Suchard, Martijn J. Schuemie, George Hripcsak, RuiJun Chen, Steven Shea, et al. “Comprehensive Comparative Effectiveness and Safety of First-Line β-Blocker Monotherapy in Hypertensive Patients: A Large-Scale Multicenter Observational Study.” Hypertension (IF 10.19), March 29, 2021, HYPERTENSIONAHA12016402. https://doi.org/10.1161/HYPERTENSIONAHA.120.16402.
  • Chungsoo Kim, Seng Chan You * , Jenna M. Reps, Jae Youn Cheong, and Rae Woong Park. “Machine-Learning Model to Predict the Cause of Death Using a Stacking Ensemble Method for Observational Data.” Journal of the American Medical Informatics Association(IF 4.11). June, 2021. https://doi.org/10.1093/jamia/ocaa277.
  • Seong Yeonchan * , Seng Chan You * , Anna Ostropolets, Yeunsook Rho, Jimyung Park, Jaehyeong Cho, Dmitry Dymshyts, Christian G. Reich, Yunjung Heo, and Rae Woong Park. “Incorporation of Korean Electronic Data Interchange Vocabulary into Observational Medical Outcomes Partnership Vocabulary.” Healthcare Informatics Research (IF 2.88) 27, no. 1 (January 31, 2021): 29–38. https://doi.org/10.4258/hir.2021.27.1.29.
  • Jimyung Park, Seng Chan You * , Eugene Jeong, Chunhua Weng, Dongsu Park, Jin Roh, Dong Yun Lee, et al. “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 (IF 2.96) 9, no. 3 (March 30, 2021): e23983. https://doi.org/10.2196/23983.
  • Hokyun Jeon, Seng Chan You * , Seok Yun Kang, Seung In Seo, Jeremy L. Warner, Rimma Belenkaya, and 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 (IF 2.96) 9, no. 4 (April 6, 2021): e25035. https://doi.org/10.2196/25035.
  • Min Ho An, Seng Chan You * , Rae Woong Park, and 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 (IF 2.96) 9, no. 1 (January 8, 2021): e25435. https://doi.org/10.2196/25435.
  • Moon-hyun Kim, Seng Chan You * , Jung-Hoon Sung, Eunsun Jang, Hee Tae Yu, Tae-Hoon Kim, Hui-Nam Pak, Moon-Hyoung Lee, Pil-Sung Yang, and Boyoung Joung. “Safety and Long-Term Outcomes of Catheter Ablation According to Sex in Patients with Atrial Fibrillation: A Nationwide Cohort Study.” International Journal of Cardiology(IF 4.16), June 18, 2021. https://doi.org/10.1016/j.ijcard.2021.06.021.
  • Seung In Seo, Chan Hyuk Park, Seng Chan You, Jae Young Kim, Kyung Joo Lee, Jinseob Kim, Yerim Kim, et al. “Association between Proton Pump Inhibitor Use and Gastric Cancer: A Population-Based Cohort Study Using Two Different Types of Nationwide Databases in Korea.” Gut(IF 23.01), May 11, 2021. https://doi.org/10.1136/gutjnl-2020-323845.
  • Seo Jeong Shin, Seng Chan You * , Hokyun Jeon, Ji Won Jung, Min Ho An, Rae Woong Park, and Jin Roh. “Style Transfer Strategy for Developing a Generalizable Deep Learning Application in Digital Pathology.” Computer Methods and Programs in Biomedicine (IF 5.43) 198 (January 1, 2021): 105815. https://doi.org/10.1016/j.cmpb.2020.105815.
  • Daehoon Kim, Pil-Sung Yang, Seng Chan You, Jung-Hoon Sung, Eunsun Jang, Hee Tae Yu, Tae-Hoon Kim, et al. “Treatment Timing and the Effects of Rhythm Control Strategy in Patients with Atrial Fibrillation: Nationwide Cohort Study.” BMJ (IF39.89) 373 (May 11, 2021): n991. https://doi.org/10.1136/bmj.n991.

2020

  • Seng Chan You * , Yeunsook Rho, Behnood Bikdeli, Jiwoo Kim, Anastasios Siapos, James Weaver, Ajit Londhe, et al. “Association of Ticagrelor vs Clopidogrel With Net Adverse Clinical Events in Patients With Acute Coronary Syndrome Undergoing Percutaneous Coronary Intervention.” JAMA(IF 45.54) 324, no. 16 (October 27, 2020): 1640–50. https://doi.org/10.1001/jama.2020.16167.
  • Edward Burn, Seng Chan You * , Anthony G. Sena, Kristin Kostka, Hamed Abedtash, Maria Tereza F. Abrahão, Amanda Alberga, et al. “Deep Phenotyping of 34,128 Adult Patients Hospitalised with COVID-19 in an International Network Study.” Nature Communications(IF 12.12) 11, no. 1 (October 6, 2020): 5009. https://doi.org/10.1038/s41467-020-18849-z.
  • Suho Jin, Kristin Kostka, Jose D. Posada, Yeesuk Kim, Seung In Seo, Dong Yun Lee, Nigam H. Shah, Seng Chan You “Prediction of Major Depressive Disorder Following Beta-Blocker Therapy in Patients with Cardiovascular Diseases.” Journal of Personalized Medicine(IF 4.43) 10, no. 4 (December 2020): 288. https://doi.org/10.3390/jpm10040288.
  • Jaehyeong Cho, Seng Chan You * , Seongwon Lee, DongSu Park, Bumhee Park, George Hripcsak, and 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, no. 21 (January 2020): 7824. https://doi.org/10.3390/ijerph17217824.
  • Morales, Daniel R., Mitchell M. Conover, Seng Chan You, Nicole Pratt, Kristin Kostka, Talita Duarte-Salles, Sergio Fernández-Bertolín, et al. “Renin–Angiotensin System Blockers and Susceptibility to COVID-19: An International, Open Science, Cohort Analysis.” The Lancet Digital Health (IF 23.01) (December 17, 2020). https://doi.org/10.1016/S2589-7500(20)30289-2.
  • George Hripcsak, Marc A. Suchard, Steven Shea, RuiJun Chen, Seng Chan You, Nicole Pratt, David Madigan, Harlan M. Krumholz, Patrick B. Ryan, and Martijn J. Schuemie. “Comparison of Cardiovascular and Safety Outcomes of Chlorthalidone vs Hydrochlorothiazide to Treat Hypertension.” JAMA Internal Medicine, February 17, 2020. https://doi.org/10.1001/jamainternmed.2019.7454.

2019

  • Seng Chan You * , Hojun Park, Dukyong Yoon, Sooyoung Park, Boyoung Joung, and Rae Woong Park. “Olmesartan Is Not Associated with the Risk of Enteropathy: A Korean Nationwide Observational Cohort Study.” The Korean Journal of Internal Medicine,
  • Seng Chan You * , Sungjae Jung, Joel N. Swerdel, Patrick B. Ryan, Martijn J. Schuemie, Marc A. Suchard, Seongwon Lee, et al. “Comparison of First-Line Dual Combination Treatments in Hypertension: Real-World Evidence from Multinational Heterogeneous Cohorts.” Korean Circulation Journal 50 (August 19, 2019). https://doi.org/10.4070/kcj.2019.0173.
  • Seo Jeong Shin, Seng Chan You * , Yu Rang Park, Jin Roh, Jang-Hee Kim, Seokjin Haam, Christian G. Reich, et al. “Genomic Common Data Model for Seamless Interoperation of Biomedical Data in Clinical Practice: Retrospective Study.” Journal of Medical Internet Research 21, no. 3 (March 26, 2019): e13249.
  • Suchard, Marc A., Martijn J. Schuemie, Harlan M. Krumholz, Seng Chan You, RuiJun Chen, Nicole Pratt, Christian G. Reich, et al. “Comprehensive Comparative Effectiveness and Safety of First-Line Antihypertensive Drug Classes: A Systematic, Multinational, Large-Scale Analysis.” The Lancet, October 24, 2019. https://doi.org/10.1016/S0140-6736(19)32317-7.

2018 or Prior

  • Seng Chan You * , Min Ho An, Dukyong Yoon, Ga-Young Ban, Pil-Sung Yang, Hee Tae Yu, Rae Woong Park, and Boyoung Joung. “Rate Control and Clinical Outcomes in Patients with Atrial Fibrillation and Obstructive Lung Disease.” Heart Rhythm (July 3, 2018). https://doi.org/10.1016/j.hrthm.2018.06.044.
  • Seng Chan You * , Chi Young Shim, Geu-Ru Hong, Darae Kim, In Jeong Cho, Sak Lee, Hyuck-Jae Chang, Jong-Won Ha, Byung-Chul Chang, and Namsik Chung. “Incidence, Predictors, and Clinical Outcomes of Postoperative Cardiac Tamponade in Patients Undergoing Heart Valve Surgery.” PLOS ONE 11, no. 11 (17 2016): e0165754. doi:10.1371/journal.pone.0165754.
  • Jungwoo Sohn, Seng Chan You * , Jaelim Cho, Yoon Jung Choi, Boyoung Joung, and Changsoo Kim. “Susceptibility to Ambient Particulate Matter on Emergency Care Utilization for Ischemic Heart Disease in Seoul, Korea.” Environmental Science and Pollution Research, July 5, 2016, 1–8. doi:10.1007/s11356-016-7144-9.
  • Seng Chan You * , Kwang Joon Kim, Seung Up Kim, Beom Kyung Kim, Jun Yong Park, Do Young Kim, Sang Hoon Ahn, and Kwang-Hyub Han. “Hepatic Fibrosis Assessed Using Transient Elastography Independently Associated with Coronary Artery Calcification.” Journal of Gastroenterology and Hepatology 30, no. 10 (October 1, 2015): 1536–42. doi:10.1111/jgh.12992.
  • Seng Chan You * , Kwang Joon Kim, Seung Up Kim, Beom Kyung Kim, Jun Yong Park, Do Young Kim, Sang Hoon Ahn, Won Jae Lee, and Kwang-Hyub Han. “Factors Associated with Significant Liver Fibrosis Assessed Using Transient Elastography in General Population.” World Journal of Gastroenterology : WJG 21, no. 4 (January 28, 2015): 1158–66. doi:10.3748/wjg.v21.i4.1158.
  • Seng Chan You * , Seongwon Lee, Soo-Yeon Cho, Hojun Park, Sungjae Jung, Jaehyeong Cho, Dukyong Yoon, and 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).” Studies in Health Technology and Informatics 245 (2017): 467–70.

Books

  • 오딧세이 바이블: 데이터 과학자를 위한 여행 지침서, OHDSI 저/한국 오딧세이 역, 범문 에듀케이션, 13 December, 2019