Prediabetes as a risk factor for new-onset atrial fibrillation: the propensity-score matching cohort analyzed using the Cox regression model coupled with the random survival forest

Hsu, Jung-ChiJung-ChiHsuYang, Yen-YunYen-YunYangChuang, Shu-LinShu-LinChuangLIAN-YU LINHSIU-HSI CHEN2023-04-122023-04-122023-02-201475-2840https://scholars.lib.ntu.edu.tw/handle/123456789/630157The glycemic continuum often indicates a gradual decline in insulin sensitivity leading to an increase in glucose levels. Although prediabetes is an established risk factor for both macrovascular and microvascular diseases, whether prediabetes is independently associated with the risk of developing atrial fibrillation (AF), particularly the occurrence time, has not been well studied using a high-quality research design in combination with statistical machine-learning algorithms.enAtrial fibrillation; Heart failure; Prediabetes; Random survival forest[SDGs]SDG3Prediabetes as a risk factor for new-onset atrial fibrillation: the propensity-score matching cohort analyzed using the Cox regression model coupled with the random survival forestjournal article10.1186/s12933-023-01767-x368048762-s2.0-85148404675WOS:000935926500002https://api.elsevier.com/content/abstract/scopus_id/85148404675