BMAI Lab

Publications

2025

  • Lee YC. Rethinking artificial intelligence in medicine: from tools to agents. Clin Exp Emerg Med. 2025 Jun 30;12(2):101–103.[Link]
  • Jang Y, Kwon SS, Yu H, Lee D, Yoon J, Lee CW, Park YS, Ryoo HA, Park Y, Lee HJ, Lee YC, Won HH, Ha TH, Myung W. Exploring the Correlation of Childhood Trauma With the Behavioral Activation and Inhibition System in Major Depressive Disorder and Bipolar I and II Disorders. Psychiatry Investig. 2025 Jun 16;22(6):620–631.[Link]

2024

  • Park Y, Lee CW, Jang Y, Kwon SS, Yu H, Yoon J, Park YS, Ryoo HA, Jang J, Lee HJ, Lee YC, Won HH, Ha TH, Myung W. Relationship between early traumatic experiences and emotional regulation skills in major depressive and bipolar disorders. Acta Neuropsychiatr. 2024 Dec;36(6):476–484.[Link]
  • Choi SH, Lee YC, Baek YS. The efficacy and safety of NOAC in very elderly atrial fibrillation patients: data from the Korean National Health Insurance Cohort Registry. Korean Circ J. 2024 Dec;54(12):811–821.[Link]
  • Cho C, Kim B, Kim DS, Hwang MY, Shim I, Song M, Lee YC, Jung SH, Cho SK, Park WY, Myung W, Kim BJ, Do R, Choi HK, Merriman TR, Kim YJ, Won HH. Large-scale cross-ancestry genome-wide meta-analysis of serum urate. Nat Commun. 2024 Apr 24;15(1):3441.[Link]
  • Kwon SS, Jang Y, You JS, Lee CW, Yu H, Yoon J, Park YS, Ryoo HA, Lee D, Cho N, Ihm HK, Lee YC, Won HH, Kang HS, Ha TH, Myung W. Interpersonal sensitivity and childhood trauma in patients with major depressive disorder, bipolar I, and II disorder. Eur Arch Psychiatry Clin Neurosci. 2024 Apr;274(3):537–547.[Link]
  • Kim JE, Lee YC, Kim TS, Kim ER, Hong SN, Kim YH, Kim K, Chang DK. Rebamipide prevents the hemoglobin drop related to mucosal-damaging agents at a level comparable to proton pump inhibitors. Gut Liver. 2024 Mar 12;18(6):1026–1036.[Link]

2023

  • Lee YC, Kim TJ, Kim JH, Lee E, Park WY, Kim K, Son HJ. Short-term effects of ambient temperature on acute exacerbation of inflammatory bowel disease: a nationwide case-crossover study with external validation. PLoS One. 2023 Dec 29;18(12):e0291713.[Link]
  • Kim M, Kim TJ, Kim GH, Lee YC, Lee H, Min BH, Lee JH, Rhee PL, Kim JJ, Min YW. Outcomes of primary esophagectomy and esophagectomy after endoscopic submucosal dissection for superficial esophageal squamous cell carcinoma: a propensity-score-matched analysis. Cancers. 2023 Nov 23;15(23):5542.[Link]
  • De Vente C, Vermeer KA, Jaccard N, Wang H, Sun H, Khader F, Truhn D, Aimyshev T, Zhanibekuly Y, Le TD, Galdran A, Gonzalez Ballester MA, Carneiro G, Devika RG, Panikkasseril Sethumadhavan H, Puthussery D, Liu H, Yang Z, Kondo S, Kasai S, Wang E, Durvasula A, Heras J, Zapata MA, Araujo T, Aresta G, Bogunović H, Arikan M, Lee YC, Cho HB, Choi YH, Qayyum A, Razzak I, Van Ginneken B, Lemij HG, Sanchez CI. Airogs: Artificial intelligence for robust glaucoma screening challenge. IEEE Trans Med Imaging. 2023 Sep 15;43(1):542–557.[Link]
  • Kim JE, Choi YH, Lee YC, Seong G, Song JH, Kim TJ, Kim ER, Hong SN, Chang DK, Kim YH, Shin SY. Deep learning model for distinguishing Mayo endoscopic subscore 0 and 1 in patients with ulcerative colitis. Sci Rep. 2023 Jul 13;13(1):11351.[Link]
  • Lee YC, Jung SH, Kumar A, Shim I, Song M, Kim MS, Kim K, Myung W, Park WY, Won HH. ICD2Vec: Mathematical representation of diseases. J Biomed Inform. 2023 May 1;141:104361.[Link]
  • Park JY, Lee CW, Jang Y, Lee W, Yu H, Yoon J, Oh S, Park YS, Ryoo HA, Lee J, Cho N, Lee CH, Lee YC, Won HH, Kang HS, Ha TH, Myung W. Relationship between childhood trauma and resilience in patients with mood disorders. J Affect Disord. 2023 Feb 15;323:162–170.[Link]
  • Lee YC, Cha J, Shim I, Park WY, Kang SW, Lim DH, Won HH. Multimodal deep learning of fundus abnormalities and traditional risk factors for cardiovascular risk prediction. NPJ Digit Med. 2023 Feb 2;6(1):14.[Link]

2022

  • Moon SJ, Lee YC, Kim TJ, Kim K, Son HJ. Effects of temperature, weather, seasons, atmosphere, and climate on the exacerbation of inflammatory bowel diseases: a systematic review and meta-analysis. PLoS One. 2022 Dec 20;17(12):e0279277.[Link]
  • You JS, Lee CW, Park JY, Jang Y, Yu H, Yoon J, Kwon SS, Oh S, Park YS, Ryoo HA, Lee JH, Lee D, Lee J, Kim Y, Cho N, Ihm HK, Park CHK, Lee YC, Won HH, Kang HS, Beak JH, Ha TH, Myung W. Borderline personality pathology in major depressive disorder, bipolar I and II disorder, and its relationship with childhood trauma. Psychiatry Investig. 2022 Nov 23;19(11):909–918.[Link]
  • Na JE, Kim TJ, Lee YC, Kim JE, Kim ER, Hong SN, Chang DK, Kim YH. Risk of prostate cancer in patients with inflammatory bowel disease: a nationwide cohort study in South Korea. Ther Adv Gastroenterol. 2022 Nov;15:17562848221137430.[Link]
  • Na JE, Lee YC, Kim TJ, Lee H, Won HH, Min YW, Min BH, Lee JH, Rhee PL, Kim JJ. Utility of a deep learning model and a clinical model for predicting bleeding after endoscopic submucosal dissection in patients with early gastric cancer. World J Gastroenterol. 2022 Jun 28;28(24):2721–2732.[Link]
  • Yu JY, Hong SJ, Lee YC, Lee KH, Lee I, Seo Y, Kang M, Kim K, Cha WC, Shin SY. Stakeholders’ requirements for artificial intelligence for healthcare in Korea. Healthc Inform Res. 2022 Apr 30;28(2):143–151.[Link]
  • Kim GH, Lee YC, Kim TJ, Kim ER, Hong SN, Chang DK, Kim YH. Risk of neurodegenerative diseases in patients with inflammatory bowel disease: a nationwide population-based cohort study. J Crohns Colitis. 2022 Mar;16(3):436–443.[Link]
  • Na JE, Lee YC, Kim TJ, Lee H, Won HH, Min YW, Min BH, Lee JH, Rhee PL, Kim JJ. Machine learning model to stratify the risk of lymph node metastasis for early gastric cancer: a single-center cohort study. Cancers. 2022 Feb 22;14(5):1121.[Link]

2021

  • Kim JE, Kim TJ, Lee H, Lee YC, Chung HH, Min YW, Min BH, Lee JH, Kim JJ. Aspirin use is not associated with the risk of metachronous gastric cancer in patients without Helicobacter pylori infection. J Clin Med. 2021 Dec 30;11(1):193.[Link]
  • Pyo JH, Kim TJ, Lee H, Choi SC, Cho SJ, Choi YH, Min YW, Min BH, Lee JH, Kang M, Lee YC, Kim JJ. Proton pump inhibitors use and the risk of fatty liver disease: a nationwide cohort study. J Gastroenterol Hepatol. 2021 May;36(5):1235–1243.[Link]
  • Kim TJ, Lee YC, Min YW, Lee H, Min BH, Lee JH, Won HH, Song KD, Jeong WK, Kim JJ. Risk of second primary malignancies among patients with early gastric cancer exposed to recurrent computed tomography scans. Cancers. 2021 Mar 7;13(5):1144.[Link]

2020

  • Koh J, Kim Y, Lee KY, Hur JY, Kim MS, Kim B, Cho HJ, Lee YC, Bae YH, Ku BM, Sun JM, Lee SH, Ahn JS, Park K, Ahn MJ. MDSC subtypes and CD39 expression on CD8+ T cells predict the efficacy of anti‐PD‐1 immunotherapy in patients with advanced NSCLC. Eur J Immunol. 2020 Nov;50(11):1810–1819.[Link]
  • Lee H, Kim K, Lee YC, Kim S, Won HH, Yu TY, Lee EM, Kang JM, Lewis M, Kim DK, Myung W. Associations between vascular risk factors and subsequent Alzheimer’s disease in older adults. Alz Res Ther. 2020 Sep 26;12(1):117.[Link]
  • Song BG, Lee YC, Min YW, Kim K, Lee H, Son HJ, Rhee PL. Risk of domperidone induced severe ventricular arrhythmia. Sci Rep. 2020 Jul 22;10(1):1–8.[Link]
  • Lee YC, Kang JM, Lee H, Kim K, Kim S, Yu TY, Lee EM, Kim CT, Kim DK, Lewis M, Won HH, Jessen F, Myung W. Subjective cognitive decline and subsequent dementia: a nationwide cohort study of 579,710 people aged 66 years in South Korea. Alz Res Ther. 2020 May 6;12(1):52.[Link]
  • Cho KS, Sohn W, Lee YC, Chi SA, Cho JY, Kim K, Paik YH. Use of cyclooxygenase inhibitor and the risk of hepatocellular carcinoma in patients with chronic hepatitis B: a nested case‐control study using a nationwide population‐based data. J Viral Hepat. 2020 Jan;27(1):68–73.[Link]
  • Porwal P, Pachade S, Kokare M, Deshmukh G, Son J, Bae W, Liu L, Wang J, Liu X, Gao L, Wu T, Xiao J, Wang F, Yin B, Wang Y, Danala G, He L, Choi YH, Lee YC, Jung SH, Li Z, Sui X, Wu J, Li X, Zhou T, Toth J, Baran A, Kori A, Chennamsetty SS, Safwan M, Alex V, Lyu X, Cheng L, Chu Q, Li P, Ji X, Zhang S, Shen Y, Dai L, Saha O, Sathish R, Melo T, Araujo T, Harangi B, Sheng B, Fang R, Sheet D, Hajdu A, Zheng Y, Mendonca AM, Zhang S, Campilho A, Zheng B, Shen D, Giancardo L, Quellec G, Meriaudeau F. IDRiD: Diabetic retinopathy–segmentation and grading challenge. Med Image Anal. 2020 Jan 1;59:101561.[Link]

2019

  • Min YW, Lee YC, Kim K, Ryu S, Hong KS, Jeon HH, Kim YS, Park JH, Son HJ, Rhee PL. Proton pump inhibitor use is associated with hip fracture development: a nationwide population-based cohort study. Korean J Intern Med. 2019 Nov 4;35(5):1084–1093.[Link]
  • Kim TJ, Kim ER, Hong SN, Kim YH, Lee YC, Kim HS, Kim K, Chang DK. Effectiveness of acid suppressants and other mucoprotective agents in reducing the risk of occult gastrointestinal bleeding in nonsteroidal anti-inflammatory drug users. Sci Rep. 2019 Aug 12;9(1):11696.[Link]

2018

  • Lee YC, Jung SH, Won HH. WonDerM: Skin lesion classification with fine-tuned neural networks. arXiv preprint arXiv:1808.03426. 2018 Aug 10. (unpublished)[Link]