An innovative model for predicting coronary heart disease using triglyceride-glucose index: a machine learning-based cohort study

被引:0
|
作者
Seyed Reza Mirjalili
Sepideh Soltani
Zahra Heidari Meybodi
Pedro Marques-Vidal
Alexander Kraemer
Mohammadtaghi Sarebanhassanabadi
机构
[1] Shahid Sadoughi University of Medical Sciences,Yazd Cardiovascular Research Center, Non
[2] Department of Internal Medicine,Communicable Diseases Research Institute
[3] Bielefeld University,Department of Health Sciences
来源
关键词
TyG-index; Coronary heart disease; Machine learning; Cohort study; Predictive model;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] An innovative model for predicting coronary heart disease using triglyceride-glucose index: a machine learning-based cohort study
    Mirjalili, Seyed Reza
    Soltani, Sepideh
    Meybodi, Zahra Heidari
    Marques-Vidal, Pedro
    Kraemer, Alexander
    Sarebanhassanabadi, Mohammadtaghi
    CARDIOVASCULAR DIABETOLOGY, 2023, 22 (01)
  • [2] Triglyceride-glucose index associates with incident heart failure: A cohort study
    Xu, Luli
    Wu, Mingyang
    Chen, Shuohua
    Yang, Yingping
    Wang, Youjie
    Wu, Shouling
    Tian, Yaohua
    DIABETES & METABOLISM, 2022, 48 (06)
  • [3] Correction: The association of triglyceride-glucose and triglyceride-glucose related indices with the risk of heart disease in a national cohort study
    Xiaodi Tang
    Kexin Zhang
    Rong He
    Cardiovascular Diabetology, 24 (1)
  • [4] Usefulness of triglyceride-glucose index and homeostatic model assessment for predicting coronary microvascular dysfunction
    Bulut, Mustafa
    Celik, Fatma Betul
    Guvenc, Tolga Sinan
    Yilmaz, Yusuf
    Celik, Mehmet
    Ozyildirim, Serhan
    Gocer, Kemal
    Asik, Murat
    Kul, Seref
    Caliskan, Mustafa
    JOURNAL OF CLINICAL LIPIDOLOGY, 2024, 18 (05) : e764 - e772
  • [5] Triglyceride-glucose Index as a Valuable Marker to Predict Severity of Coronary Artery Disease: A Retrospective Cohort Study
    Geng, Xu
    Zhang, Xi
    Li, Xiaowei
    Zhong, Chunting
    Hou, Min
    CLINICAL AND APPLIED THROMBOSIS-HEMOSTASIS, 2024, 30
  • [6] The Impact of the Triglyceride-Glucose Index on the Development of Depression in Patients with Coronary Atherosclerotic Heart Disease
    Guan, Jing
    Wang, Yue
    Dong, Changjun
    Chen, Yuwen
    Li, Bingqing
    Zhou, Yilu
    Huang, Fanke
    Sun, Peiyuan
    Tian, Xue
    Ran, Feng
    Lv, Jianfeng
    NEUROPSYCHIATRIC DISEASE AND TREATMENT, 2024, 20 : 2105 - 2113
  • [7] Cholesterol, high-density lipoprotein, and glucose index versus triglyceride-glucose index in predicting cardiovascular disease risk: a cohort study
    Mo, Degang
    Zhang, Peng
    Zhang, Miao
    Dai, Hongyan
    Guan, Jun
    CARDIOVASCULAR DIABETOLOGY, 2025, 24 (01)
  • [8] Triglyceride-glucose index, renal function and cardiovascular disease: a national cohort study
    Cancan Cui
    Lin Liu
    Te zhang
    Ling Fang
    Zhanhao Mo
    Yitian Qi
    Jia Zheng
    Zhijia Wang
    Haikun Xu
    Han Yan
    Siqi Yue
    Xuekui Wang
    Zhiyuan Wu
    Cardiovascular Diabetology, 22
  • [9] Triglyceride-glucose index variability and incident cardiovascular disease: a prospective cohort study
    Haibin Li
    Yingting Zuo
    Frank Qian
    Shuohua Chen
    Xue Tian
    Penglian Wang
    Xia Li
    Xiuhua Guo
    Shouling Wu
    Anxin Wang
    Cardiovascular Diabetology, 21
  • [10] Triglyceride-glucose index variability and incident cardiovascular disease: a prospective cohort study
    Li, Haibin
    Zuo, Yingting
    Qian, Frank
    Chen, Shuohua
    Tian, Xue
    Wang, Penglian
    Li, Xia
    Guo, Xiuhua
    Wu, Shouling
    Wang, Anxin
    CARDIOVASCULAR DIABETOLOGY, 2022, 21 (01)