Dong Yun Lee, Gihwan Byeon, Narae Kim et al. "Neuroimaging and natural language processing-based classification of suicidal thoughts in major depressive disorder." Translational psychiatry 14, no. 1 (2024): 276.

Dong Yun Lee, Narae Kim, ChulHyoung Park et al. "Explainable multimodal prediction of treatment-resistance in patients with depression leveraging brain morphometry and natural language processing." Psychiatry Research 334 (2024): 115817.

Luo, Hao, Yi Chai, Sijia Li, Dong Yun Lee et al. "Psychotropic drug prescribing before and during the COVID-19 pandemic among people with depressive and anxiety disorders: A multinational network study." The Lancet Psychiatry 11, no. 10 (2024): 807-817.

Dong Yun Lee, Byungjin Choi, Chungsoo Kim et al. "Privacy-preserving federated model predicting bipolar transition in patients with depression: prediction model development study." Journal of Medical Internet Research 25 (2023): e46165.

Dong Yun Lee, Yong Hyuk Cho, Myoungsuk Kim et al. "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 66, no. 1 (2023): e21.

Nestsiarovich, Anastasiya, Jenna M. Reps, Dong Yun Lee et al. "Predictors of diagnostic transition from major depressive disorder to bipolar disorder: a retrospective observational network study." Translational psychiatry 11, no. 1 (2021): 642.

Yong-Hyuk Cho, Eunyoung Lee, Dong Yun Lee et al. "Association Between Suicide Risk and Comorbidity of Mood Disorder and Alcohol Use Disorder: Using Common Data Model in Psychiatry." Journal of Korean Neuropsychiatric Association (2021): 232-239.

Jin, Suho, Kristin Kostka, Dong Yun Lee et al. "Prediction of major depressive disorder following beta-blocker therapy in patients with cardiovascular diseases." Journal of personalized medicine 10, no. 4 (2020): 288.

HA, Jae-Ho, Eunyoung Lee, Dongyun Lee et al. "Suicidal risk in depressed patients with the treatment by antipsychotics and antidepressant compared to antidepressant monotherapy: a pilot study using psychiatric common data model." Journal of Korean Neuropsychiatric Association (2020): 243-249.

Dong Yun Lee, Carmen Andreescu, Howard Aizenstein et al. "Impact of symptomatic menopausal transition on the occurrence of depression, anxiety, and sleep disorders: A real-world multi-site study." European Psychiatry 66, no. 1 (2023): e80.

Lee, Eunyoung, Helmet Karim, Dongyun Lee et al. "Network modeling of anxiety and psychological characteristics on suicidal behavior: Cross-sectional study." Journal of affective disorders 299 (2022): 545-552.

Dongyun Lee, Eun-Seung Yu, and Nam Hee Kim. "Resilience as a mediator in the relationship between posttraumatic stress and posttraumatic growth among adult accident or crime victims: the moderated mediating effect of childhood trauma." European journal of psychotraumatology 11, no. 1 (2020): 1704563.

Dong Yun Lee, Chungsoo Kim, Yunmi Shin et al. "Combined Methylphenidate and Selective Serotonin Reuptake Inhibitors in Adults With Attention-Deficit/Hyperactivity Disorder." JAMA Network Open 7, no. 10 (2024): e2438398-e2438398.

Chungsoo Kim, Dong Yun Lee, Jimyung Park et al. "Safety outcomes of selective serotonin reuptake inhibitors in adolescent attention-deficit/hyperactivity disorder with comorbid depression: the ASSURE study." Psychological medicine 53, no. 10 (2023): 4811-4819.

Dong Yun Lee, Yunmi Shin, Rae Woong Park et al. "Use of eye tracking to improve the identification of attention-deficit/hyperactivity disorder in children." Scientific Reports 13, no. 1 (2023): 14469

Park, Jimyung, Dong Yun Lee, Chungsoo Kim et al. "Long-term methylphenidate use for children and adolescents with attention deficit hyperactivity disorder and risk for depression, conduct disorder, and psychotic disorder: a nationwide longitudinal cohort study in South Korea." Child and adolescent psychiatry and mental health 16, no. 1 (2022): 80.

Dong Yun Lee, Chungsoo Kim, Dong Han Yu et al. "Safety outcomes of antipsychotics classes in drug-naïve patients with first-episode schizophrenia: A nationwide cohort study in South Korea." Asian Journal of Psychiatry 91 (2024): 103857.

Dong Yun Lee, Chungsoo Kim, Jiwoo Kim et al. "Comparative estimation of the effects of antihypertensive medications on schizophrenia occurrence: a multinational observational cohort study." BMC psychiatry 24, no. 1 (2024): 128.

Dong Yun Lee, Chungsoo Kim, Seongwon Lee et al. "Psychosis relapse prediction leveraging electronic health records data and natural language processing enrichment methods." Frontiers in Psychiatry 13 (2022): 844442.

Jeon, Soo Min, Jaehyeong Cho, Dong Yun Lee et al. "Comparison of prediction methods for treatment continuation of antipsychotics in children and adolescents with schizophrenia." BMJ Ment Health 25, no. e1 (2022): e26-e33.

Chai, Yi, Kenneth KC Man, Dong Yun Lee et al. "Incidence of mental health diagnoses during the COVID-19 pandemic: a multinational network study." Epidemiology and Psychiatric Sciences 33 (2024): e9.

Schweitzer, Noah, Sang Joon Son, Dong Yun Lee et al. "Sex-specific risk factors and clinical dementia outcomes for white matter hyperintensities in a large South Korean cohort." Alzheimer's Research & Therapy 16, no. 1 (2024): 243.

Oh, Ah Ran, Dong Yun Lee, Seunghwa Lee et al. "Association between Preoperative Glucose Dysregulation and Delirium after Non-Cardiac Surgery." Journal of Clinical Medicine 13, no. 4 (2024): 932.

Luo, Hao, Wallis CY Lau, Dong Yun Lee et al. "Rates of antipsychotic drug prescribing among people living with dementia during the COVID-19 pandemic." Jama psychiatry 80, no. 3 (2023): 211-219.

Dong Yun Lee, Ah Ran Oh, Jungchan Park et al. "Machine learning-based prediction model for postoperative delirium in non-cardiac surgery." BMC psychiatry 23, no. 1 (2023): 317.

 Byun, JungHyun, Dong Yun Lee, Chang-Won Jeong et al. "Analysis of treatment pattern of anti-dementia medications in newly diagnosed Alzheimer’s dementia using OMOP CDM." Scientific Reports 12, no. 1 (2022): 4451.

Dong Yun Lee, Jaehyeong Cho, Seng Chan You et al. "Risk of mortality in elderly coronavirus disease 2019 patients with mental health disorders: a nationwide retrospective study in South Korea." The American Journal of Geriatric Psychiatry 28, no. 12 (2020): 1308-1316.

 Jeon, Soo Min, Dong Yun Lee, SangHun Cha et al. "Psychiatric Comorbidities and Schizophrenia in Youths With Attention-Deficit/Hyperactivity Disorder." JAMA network open 6, no. 11 (2023): e2345793-e2345793.

Choi, Yeonkyu, Dong Yun Lee, Sangha Lee et al. "Association between screen overuse and behavioral and emotional problems in elementary school children." Journal of the Korean Academy of Child and Adolescent Psychiatry 32, no. 4 (2021): 154.

Dong Yun Lee, Hyun Woong Roh, et al. "Trends in digital media use in Korean preschool children." Journal of Korean Medical Science 34, no. 41 (2019).

 Hwang, Gyubeom, Dong Yun Lee, Soobeen Seol et al. "Assessing the potential of ChatGPT for psychodynamic formulations in psychiatry: an exploratory study." Psychiatry Research 331 (2024): 115655.

Gan, Sujin, Chungsoo Kim, Dong Yun Lee et al. "Enhancing readmission prediction models by integrating insights from home healthcare notes: Retrospective cohort study." International Journal of Nursing Studies 158 (2024): 104850.

Lee, Seung Yeop, Dong Yun Lee, and Jaehong Ahn. "Evaluation of machine learning approach for surgical results of Ahmed valve implantation in patients with glaucoma." BMC ophthalmology 24 (2024).

 Koh, Seungyon, Dong Yun Lee et al. "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 118 (2024): 103-109.

Choi, Byungjin, Ah Ran Oh, Dong Yun Lee et al. "Perioperative adverse cardiac events and mortality after non-cardiac surgery: a multicenter study." Korean Journal of Anesthesiology 77, no. 1 (2024): 66-76.

Tan, Hui Xing, Dongyun Lee et al. "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 28, no. 2 (2022): 112-122.

Choi, Byungjin, Ah Ran Oh, Dong Yun Lee et al. "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, no. 21 (2022): 6487.

Choi, Byungjin, Ah Ran Oh, Dong Yun Lee et al. "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, no. 21 (2022): 6487.

Park, Jimyung, Seng Chan You, 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 9, no. 3 (2021): e23983.

Dong Yun Lee, Jimyung Park, Jai Sung Noh et al. "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, no. 9 (2021): e30827.

Lee, Dong Yun, SangHun Cha, Jin-Won Kwon, Rae-Wong Park, and Soo Min Jeon. "Treatment persistence and modification patterns of SSRIs in children and adolescents with depression: a nationwide population-based study in South Korea." BMC psychiatry 25, no. 1 (2025): 1091.

Lee, Dong Yun, Seulgi Lee, Sang Joon Son, Rae Woong Park, and Bumhee Park. "Identifying affective state via clustering of temporal variability in limbic activity and mediating role of negative emotion." Molecular Psychiatry (2025): 1-10.

An, Min Ho, Min-Gyu Kim, Jueon Kim, Seheon Chang, Dong Yun Lee, and Rae Woong Park. "Public perception and changing attitudes toward antidepressants over a decade in social media: Lessons learned from online discussion using artificial intelligence." Plos one 20, no. 9 (2025): e0318464.

Kolobaric, Antonija, Carmen Andreescu, Andrew R. Gerlach, Eldin Jašarević, Howard Aizenstein, Tharick A. Pascoal, Pamela C. L. Ferreira et al. "Altered triple network model connectivity is associated with cognitive function and depressive symptoms in older adults." Alzheimer's & Dementia 21, no. 3 (2025): e14493.

Lee, D.Y., Park, R.W. and Jeon, S.M., 2025. 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, 68(1), p.e22.

Lee, So Hee, Gyubeom Hwang, Dong Yun Lee, Ja Young Jeon, Seung-Jin Kwag, Seo Young Sohn, Sang Joon Park, Dughyun Choi, Sang Youl Rhee, and Rae Woong Park. "Prediction of diabetic retinopathy using machine learning and its association with dementia risk in older adults with type 2 diabetes mellitus." Diabetes Research and Clinical Practice (2025): 112378.

Hwang, Gyubeom, So Hee Lee, Dong Yun Lee, ChulHyoung Park, Hyun Woong Roh, Sang Joon Son, and Rae Woong Park. "Age-related eye diseases and subsequent risk of mental disorders in older adults: A real-world multicenter study." Journal of Affective Disorders 375 (2025): 306-315.

Lee, Minwoo, Kyung Joo Lee, Jinseob Kim, Dong Yun Lee, Rae Woong Park, Sang Youl Rhee, Jae Myung Cha et al. "Low-density lipoprotein cholesterol levels and risk of incident dementia: a distributed network analysis using common data models." Journal of Neurology, Neurosurgery & Psychiatry (2025).

Son, Sang Joon, Dong Yun Lee, Hyun Woong Roh, Maria Ly, Antonija Kolobaric, Howard Aizenstein, Carmen Andreescu et al. "Brain age mediates gut microbiome dysbiosis-related cognition in older adults." Alzheimer's Research & Therapy 17, no. 1 (2025): 52.

Park, Soo-Hyun, Kyung Joo Lee, Jinseob Kim, Seung In Seo, Dong Yun Lee, Rae Woong Park, Sang Youl Rhee et al. "Analysis of Treatment Pattern of Antiplatelet in First-Ever Ischemic Stroke Without Previous Antiplatelet Use: A Real-World Distributed Network Analysis of 11 Observational Korean Databases Using a Common Data Model." Journal of Korean Medical Science 40, no. 49 (2025): e328.

Choi, Byungjin, Ah Ran Oh, Jungchan Park, Kwangmo Yang, Dong Yun Lee, Bumhee Park, and Rae Woong Park. "Association between preoperative hyperglycemia and adverse cardiac events after non-cardiac surgery: a multicenter cohort study." Korean Journal of Anesthesiology 78, no. 6 (2025): 535.

Park, ChulHyoung, Gyubeom Hwang, Won‐Mook Choi, Ji Eun Han, Chungsoo Kim, Dong Yun Lee, Subin Heo, and Rae Woong Park. "Baseline Alpha‐Fetoprotein Elevation and the Risk of Hepatocellular Carcinoma in Chronic Hepatitis B: A Multicentre Cohort Study." Journal of Viral Hepatitis 32, no. 3 (2025): e70006.