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Effects of Using Different Indirect Techniques on the Calculation of Reference Intervals: Observational Study.

Dan YangZihan SuRunqing MuYingying DiaoXin ZhangYusi LiuShuo WangXu WangLei ZhaoHong-Yi WangMin Zhao
Published in: Journal of medical Internet research (2023)
Compared to results derived by the direct method, outlier removal methods and indirect techniques markedly influence the final RIs, whereas data transformation has negligible effects, except for obviously skewed data. Specifically, the outlier removal efficiency of Tukey and iterative mean (3SD) methods is almost equivalent. Furthermore, the choice of indirect techniques depends more on the characteristics of the studied analyte itself. This study provides scientific evidence for clinical laboratories to use their previous data sets to establish RIs.
Keyphrases
  • electronic health record
  • big data
  • computed tomography
  • magnetic resonance
  • artificial intelligence
  • decision making