Association between breastfeeding duration and diabetes mellitus in menopausal women: a machine-learning analysis using population-based retrospective study.

Journal: International breastfeeding journal

PMID: 38745339

Abstract

BACKGROUND: Breastfeeding resets insulin resistance caused by pregnancy however, studies on the association between breastfeeding and diabetes mellitus (DM) have reported inconsistent results. Therefore, we aimed to investigate the risk of DM according to breastfeeding duration in large-scale population-based retrospective study. In addition, machine-learning prediction models for DM and hemoglobin A1c (HbA1c) were developed to further evaluate this association.

Authors

Eun-Saem Choi

Department of Obstetrics & Gynecology, Korea University College of Medicine, Korea University Anam Hospital, 73 Goryeodae-ro, Seongbuk-gu, Seoul, 02841, Korea.
Jue Seong Lee

Department of Pediatrics, Korea University College of Medicine, Korea University Anam Hospital, Seoul, Korea.
Hwasun Lee

Department of Biostatistics, Korea University College of Medicine, Seoul, Korea.
Kwang-Sig Lee

AI Center, Korea University College of Medicine, Seoul, South Korea.
Ki Hoon Ahn

Department of Obstetrics and Gynecology, Korea University Anam Hospital, Korea University College of Medicine, Seoul, Korea. akh1220@korea.ac.kr.

Keywords

Aged Breast Feeding Diabetes Mellitus Female Glycated Hemoglobin Humans Machine Learning Menopause Middle Aged Nutrition Surveys Prevalence Republic of Korea Retrospective Studies Time Factors

External Resources

View on PubMed Access via DOI PubMed (38745339)

Association between breastfeeding duration and diabetes mellitus in menopausal women: a machine-learning analysis using population-based retrospective study.

Abstract

Authors

Keywords

External Resources

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