Hwangbo Y - Search Results

1

Limitations of Deep Learning Attention Mechanisms in Clinical Research: Empirical Case Study Based on the Korean Diabetic Disease Setting.

Kim J, Lee S, Hwang E, Ryu KS, Jeong H, Lee JW, Hwangbo Y, Choi KS, Cha HS. Kim J, et al. Among authors: hwangbo y. J Med Internet Res. 2020 Dec 16;22(12):e18418. doi: 10.2196/18418. J Med Internet Res. 2020. PMID: 33325832 Free PMC article.

2

Incidence of Diabetes After Cancer Development: A Korean National Cohort Study.

Hwangbo Y, Kang D, Kang M, Kim S, Lee EK, Kim YA, Chang YJ, Choi KS, Jung SY, Woo SM, Ahn JS, Sim SH, Hong YS, Pastor-Barriuso R, Guallar E, Lee ES, Kong SY, Cho J. Hwangbo Y, et al. JAMA Oncol. 2018 Aug 1;4(8):1099-1105. doi: 10.1001/jamaoncol.2018.1684. JAMA Oncol. 2018. PMID: 29879271 Free PMC article.

3

Aspirin Use Is Not Associated with Lower Thyroid Cancer Risk: A Nationwide Nested Case-Control Study.

Lee YK, Hwangbo Y, Lee S, Lee DE, Lee EK, Yeom MS, Joo J, Kong SY. Lee YK, et al. Among authors: hwangbo y. Thyroid. 2020 Jun;30(6):829-837. doi: 10.1089/thy.2019.0641. Epub 2020 Feb 14. Thyroid. 2020. PMID: 31950888

4

Screening Model for Estimating Undiagnosed Diabetes among People with a Family History of Diabetes Mellitus: A KNHANES-Based Study.

Ryu KS, Kang HYJ, Lee SW, Park HW, You NY, Kim JH, Hwangbo Y, Choi KS, Cha HS. Ryu KS, et al. Among authors: hwangbo y. Int J Environ Res Public Health. 2020 Nov 30;17(23):8903. doi: 10.3390/ijerph17238903. Int J Environ Res Public Health. 2020. PMID: 33266117 Free PMC article.

5

Risk Factors of Undiagnosed Diabetes Mellitus among Korean Adults: A National Cross-Sectional Study Using the KNHANES Data.

Lee S, Ryu KS, Kang HYJ, You NY, Choi KS, Hwangbo Y, Lee JW, Cha HS. Lee S, et al. Among authors: hwangbo y. Int J Environ Res Public Health. 2021 Jan 29;18(3):1195. doi: 10.3390/ijerph18031195. Int J Environ Res Public Health. 2021. PMID: 33572855 Free PMC article.

6

Prediction of Prolonged Length of Hospital Stay After Cancer Surgery Using Machine Learning on Electronic Health Records: Retrospective Cross-sectional Study.

Jo YY, Han J, Park HW, Jung H, Lee JD, Jung J, Cha HS, Sohn DK, Hwangbo Y. Jo YY, et al. Among authors: hwangbo y. JMIR Med Inform. 2021 Feb 22;9(2):e23147. doi: 10.2196/23147. JMIR Med Inform. 2021. PMID: 33616544 Free PMC article.

7

Impact of image compression on deep learning-based mammogram classification.

Jo YY, Choi YS, Park HW, Lee JH, Jung H, Kim HE, Ko K, Lee CW, Cha HS, Hwangbo Y. Jo YY, et al. Among authors: hwangbo y. Sci Rep. 2021 Apr 12;11(1):7924. doi: 10.1038/s41598-021-86726-w. Sci Rep. 2021. PMID: 33846388 Free PMC article.

8

Application of Machine Learning to Identify Clinically Meaningful Risk Group for Osteoporosis in Individuals Under the Recommended Age for Dual-Energy X-Ray Absorptiometry.

Park HW, Jung H, Back KY, Choi HJ, Ryu KS, Cha HS, Lee EK, Hong AR, Hwangbo Y. Park HW, et al. Among authors: hwangbo y. Calcif Tissue Int. 2021 Dec;109(6):645-655. doi: 10.1007/s00223-021-00880-x. Epub 2021 Jun 30. Calcif Tissue Int. 2021. PMID: 34195852

9

Can computed tomography scanning in adults lead to an increased risk of thyroid cancer? A nationwide nested case-control study.

Lee YK, Lee S, Lee EK, Kim HC, Kong SY, Cha HS, Hwangbo Y. Lee YK, et al. Among authors: hwangbo y. Eur Radiol. 2022 Jan;32(1):415-423. doi: 10.1007/s00330-021-08186-0. Epub 2021 Jul 10. Eur Radiol. 2022. PMID: 34245323

10

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.

Heo S, Yu JY, Kang EA, Shin H, Ryu K, Kim C, Chegal Y, Jung H, Lee S, Park RW, Kim K, Hwangbo Y, Lee JH, Park YR. Heo S, et al. Among authors: hwangbo y. Healthc Inform Res. 2023 Jul;29(3):246-255. doi: 10.4258/hir.2023.29.3.246. Epub 2023 Jul 31. Healthc Inform Res. 2023. PMID: 37591680 Free PMC article.

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