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
  • [31] Association of triglyceride-glucose index with cardiovascular disease among a general population: a prospective cohort study
    Wan, Yiming
    Zhang, Ziliang
    Ling, Yong
    Cui, Hui
    Tao, Zihan
    Pei, Jianfeng
    Maimaiti, Aikedan
    Bai, Haifan
    Wu, Yiling
    Li, Jing
    Zhao, Genming
    Zaid, Maryam
    DIABETOLOGY & METABOLIC SYNDROME, 2023, 15 (01):
  • [32] Triglyceride-glucose index predicts adverse cardiovascular events in patients with H-type hypertension combined with coronary heart disease: a retrospective cohort study
    Li, Changjiang
    Zhao, Shun
    Li, Yingkai
    He, Songyuan
    Jian, Wen
    Liu, Yanci
    Cheng, Zichao
    Peng, Hongyu
    CARDIOVASCULAR DIABETOLOGY, 2025, 24 (01)
  • [33] Baseline and usual triglyceride-glucose index and the risk of chronic kidney disease: a prospective cohort study
    Kunutsor, Setor K.
    Seidu, Samuel
    Kurl, Sudhir
    Laukkanen, Jari A.
    GEROSCIENCE, 2024, 46 (03) : 3035 - 3046
  • [34] Association of triglyceride-glucose index with cardiovascular disease among a general population: a prospective cohort study
    Yiming Wan
    Ziliang Zhang
    Yong Ling
    Hui Cui
    Zihan Tao
    Jianfeng Pei
    Aikedan Maimaiti
    Haifan Bai
    Yiling Wu
    Jing Li
    Genming Zhao
    Maryam Zaid
    Diabetology & Metabolic Syndrome, 15
  • [35] Baseline and usual triglyceride-glucose index and the risk of chronic kidney disease: a prospective cohort study
    Setor K. Kunutsor
    Samuel Seidu
    Sudhir Kurl
    Jari A. Laukkanen
    GeroScience, 2024, 46 : 3035 - 3046
  • [36] Relationship of the trajectory of the triglyceride-glucose index with heart failure: the Kailuan study
    Zheng, Huancong
    Wu, Kuangyi
    Wu, Weiqiang
    Huang, Zegui
    Wang, Xianxuan
    Fu, Peng
    Wang, Yuxian
    Chen, Zekai
    Cai, Zefeng
    Cai, Zhiwei
    Lan, Yulong
    Wu, Shouling
    Chen, Youren
    LIPIDS IN HEALTH AND DISEASE, 2024, 23 (01)
  • [37] Triglyceride-glucose index (TyG index) and endometrial carcinoma risk: A retrospective cohort study
    Shi, Haimeng
    Guo, Feifei
    Zheng, Kang
    Li, Rong
    Zhou, Huaijun
    INTERNATIONAL JOURNAL OF GYNECOLOGY & OBSTETRICS, 2024, 164 (01) : 298 - 304
  • [38] Association between the triglyceride-glucose index and a procoagulant state in coronary artery disease
    Kosuta, D.
    Novakovic, M.
    Mijovski, M. Bozic
    Fras, Z.
    Jug, B.
    EUROPEAN HEART JOURNAL, 2021, 42 : 1070 - 1070
  • [39] The triglyceride-glucose index is a predictor of major adverse cardiovascular events in patients with coronary artery disease and psoriasis: a retrospective cohort study
    Fu, Bingqi
    Zeng, Yan
    Wang, Man
    Zhao, Lin
    Sun, Lin
    Wang, Tianjie
    Dong, Junle
    Yang, Weixian
    Hua, Wei
    DIABETOLOGY & METABOLIC SYNDROME, 2024, 16 (01):
  • [40] Relationships among Helicobacter pylori seropositivity, the triglyceride-glucose index, and cardiovascular disease: a cohort study using the NHANES database
    Tang, Chunlin
    Zhang, Qian
    Zhang, Chunmei
    Du, Xue
    Zhao, Zhongyan
    Qi, Wenqian
    CARDIOVASCULAR DIABETOLOGY, 2024, 23 (01)