논문KCI 등재
Could Machine Learning-Based Gestational Diabetes Mellitus Prediction Models Replace Traditional Screening Test?
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참고문헌
주제분류예방의학/직업환경의학
참고문헌 (13)
- ACOG Practice Bulletin, "No 190 : Gestational Diabetes Mellitus", Obstet Gynecol, 131, pp.e49~e64 (2018)
- Arain Z, "Machine learning and disease prediction in obstetrics", Curr Res Physiol, 6, pp.100099~ (2023)
- Artzi NS, "Prediction of gestational diabetes based on nationwide electronic health records", Nat Med, 26, pp.71~76 (2020)
- Fu J, "The life course perspective of gestational diabetes : An opportunity for the prevention of diabetes and heart disease in women", EClinicalMedicine, 45, pp.101294~ (2022)
- Hwang JY, "Reclassification of high-risk pregnancy for maternal-fetal healthcare providers", J Korean Matern Child Health, 24, pp.65~74 (2020)
- Jung CH, "Gestational dia betes in Korea : temporal trends in prevalence, treatment, and short-term consequences from a national health insurance claims database between 2012 and 2016", Diabetes Res Clin Pract, 171, pp.108586~ (2021)
- Kang BS, "Prediction of gestational diabetes mellitus in Asian women using machine learning algorithms", Sci Rep, 13, pp.13356~ (2023)
- Lee SJ, "After 20 years of low fertility, where are the obstetrician-gynecologists?", Obstet Gynecol Sci, 64, pp.407~418 (2021)
- Lee SM, "Nonalcoholic fatty liver disease and early prediction of gestational diabetes mellitus using machine learning methods", Clin Mol Hepatol, 28, pp.105~116 (2022)
- Liu H, "Machine learning risk score for prediction of gestational diabetes in early pregnancy in Tianjin, China", Diabetes Metab Res Rev, 37, pp.e3397~ (2021)
- Qiu H, "Electronic health record driven prediction for gestational diabetes mellitus in early pregnancy", Sci Rep, 7, pp.16417~ (2017)
- Wang J, "An early model to predict the risk of gestational diabetes mellitus in the absence of blood examination indexes : application in primary health care centres", BMC Pregnancy Childbirth, 21, pp.814~ (2021)
- Yang H, "The effect of gestational diabetes mellitus on pregnancy outcomes in advanced primiparous women : a retro-spective study", Medicine(Baltimore), 103, pp.e37570~ (2024)
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