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  • 标题:A comparison of individual patient analysis versus pooled study meta-analysis methodologies of exercise training trials in heart failure patients
  • 本地全文:下载
  • 作者:Neil A. Smart ; Michael Steele
  • 期刊名称:Journal of Data Science
  • 印刷版ISSN:1680-743X
  • 电子版ISSN:1683-8602
  • 出版年度:2014
  • 卷号:12
  • 期号:2
  • 页码:377-384
  • 出版社:Tingmao Publish Company
  • 摘要:Background: A fixed effects meta-analysis of ten exercise training in trials heart failure patients was conducted. The aim of this current work was to compare different approaches to meta-analysis using the same dataset from the previous work on ten exercise training trials in heart failure patients.Methods: The following different meta-analysis techniques were used to analyse the data and compared the effects of exercise training on BNP, NT-pro-BNP and peak VO2 before and after exercise training:(1) Trial level (traditional) level MAi) Follow up (post-exercise training intervention) outcome only.ii) Baseline-follow up difference(2) Patient level MA by Post-Stage ANCOVAi) naive model does not take into account trial levelii) Single Stageiii) Two Stage(3) Post outcome onlyi) Single stageii) Pre-post outcome difference Single stage
  • 关键词:Individual patient data meta-analysis; heart failure; exercise training; brain natriuretic peptide.
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