Heterogeneous treatment effects of intensive glycemic control on major adverse cardiovascular events in the ACCORD and VADT trials: a machine-learning analysis

被引:0
|
作者
Justin A. Edward
Kevin Josey
Gideon Bahn
Liron Caplan
Jane E. B. Reusch
Peter Reaven
Debashis Ghosh
Sridharan Raghavan
机构
[1] University of Colorado School of Medicine,Division of Cardiology
[2] Rocky Mountain,Department of Veterans Affairs Eastern Colorado Healthcare System
[3] Regional VA Medical Center,Department of Biostatistics and Informatics
[4] Medicine Service (111),Department of Veterans Affairs
[5] Colorado School of Public Health,Division of Rheumatology
[6] Hines VA Hospital,Division of Endocrinology, Metabolism, and Diabetes
[7] University of Colorado School of Medicine,Division of Biomedical Informatics and Personalized Medicine
[8] University of Colorado School of Medicine,undefined
[9] Department of Veterans Affairs Phoenix VA Medical Center,undefined
[10] University of Colorado School of Medicine,undefined
[11] Colorado Cardiovascular Outcomes Research Consortium,undefined
来源
关键词
Machine learning; Glycemic control; Subgroup effects; Heterogeneity; Type 2 diabetes;
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
  • [41] PREDICTORS OF MAJOR ADVERSE CARDIOVASCULAR EVENTS AMONG TYPE 2 DIABETES MELLITUS PATIENTS: A MACHINE LEARNING TIME-TO-EVENT ANALYSIS
    Icten, Z.
    Friedman, M.
    Menzin, J.
    VALUE IN HEALTH, 2022, 25 (07) : S291 - S292
  • [42] EFFECTS OF INTENSIVE BLOOD PRESSURE CONTROL ON CARDIOVASCULAR EVENTS IN TYPE 2 DIABETES MELLITUS: THE ACTION TO CONTROL CARDIOVASCULAR RISK IN DIABETES (ACCORD) BLOOD PRESSURE TRIAL
    Grimm, R.
    JOURNAL OF HYPERTENSION, 2010, 28 : E602 - E602
  • [43] Glycemic control, HbA1c variability, and major cardiovascular adverse outcomes in type 2 diabetes patients with elevated cardiovascular risk: insights from the ACCORD study
    Junyu Pei
    Xiaopu Wang
    Zeyu Pei
    Xinqun Hu
    Cardiovascular Diabetology, 22
  • [44] Glycemic control, HbA1c variability, and major cardiovascular adverse outcomes in type 2 diabetes patients with elevated cardiovascular risk: insights from the ACCORD study
    Pei, Junyu
    Wang, Xiaopu
    Pei, Zeyu
    Hu, Xinqun
    CARDIOVASCULAR DIABETOLOGY, 2023, 22 (01)
  • [45] Time-Dependent Covariate Analysis of Hemoglobin Values on Risk of Major Adverse Cardiovascular Events in the ASCEND Trials
    Obrador, Gregorio T.
    Johansen, Kirsten L.
    Waikar, Sushrut S.
    Jha, Vivekanand
    Correa-Rotter, Ricardo
    Del Vecchio, Lucia
    Cases, Aleix
    Robertson, Michele
    Mallett, Stephen
    Bailey, Christine K.
    Cobitz, Alexander R.
    Singh, Ajay K.
    JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2022, 33 (11): : 44 - 44
  • [46] THE EFFECT OF ADALIMUMAB ON RISK OF MAJOR ADVERSE CARDIOVASCULAR EVENTS IN RHEUMATOID ARTHRITIS: A META-ANALYSIS OF RANDOMIZED TRIALS
    Burmester, G.
    Emery, P.
    Signorovitch, J.
    Williams, D.
    Valdes, J.
    Bao, Y.
    Mulani, P. M.
    ANNALS OF THE RHEUMATIC DISEASES, 2013, 71 : 359 - 360
  • [47] An analysis from PROactive on the effects of pioglitazone on major adverse cardiovascular events (MACE) and myocardial infarction
    Wilcox, R.
    DIABETOLOGIA, 2006, 49 : 72 - 72
  • [48] IMPACTS OF BLOOD GLUCOSE CONTROL WITH NOVEL DIABETIC DRUGS ON MAJOR ADVERSE CARDIOVASCULAR EVENTS: META-REGRESSION ANALYSIS OF RANDOMIZED CONTROLLED TRIALS
    Wang, Weiting
    Cheng, Hao-Min
    Chiang, Chern-En
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2018, 71 (11) : 1823 - 1823
  • [49] Glycemic control and cardiovascular events in type 2 diabetes mellitus: A meta-analysis of randomized controlled trials
    Khraisal, Ahmad
    Bahekar, Amol A.
    Trivedi, Atul
    AlJaghbeer, Eshraq
    Molnar, Janos
    Arora, Rohit
    Khosla, Sandeep
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2008, 51 (10) : A355 - A355
  • [50] Glycemic Control and Cardiovascular Events in Type 2 Diabetes Mellitus: A Meta-Analysis of Randomized Controlled Trials
    Khraisat, Ahmad
    Bahekar, Amol
    Artin, Bassel
    Bhuriya, Rohit
    Al-Jaghbeer, Eshraq
    Singh, Sarabjeet
    Molnar, Janos
    Khosla, Sandeep
    Arora, Rohit
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2009, 53 (10) : A219 - A219