An interactive website for analytical method comparison and bias estimation

被引:24
|
作者
Bahar, Burak [1 ]
Tuncel, Ayse F.
Holmes, Earle W. [2 ]
Holmes, Daniel T. [3 ]
机构
[1] Yale Univ, Sch Med, Dept Lab Med, 20 York St,PS-329, New Haven, CT 06519 USA
[2] Loyola Univ, Med Ctr, Dept Pathol, Maywood, IL 60153 USA
[3] Univ British Columbia, Dept Pathol & Lab Med, Vancouver, BC, Canada
关键词
Method comparison; Clinical chemistry; R programming; Shiny; Website; REGRESSION PROCEDURES; AGREEMENT;
D O I
10.1016/j.clinbiochem.2017.08.008
中图分类号
R446 [实验室诊断]; R-33 [实验医学、医学实验];
学科分类号
1001 ;
摘要
Objectives: Regulatory standards mandate laboratories to perform studies to ensure accuracy and reliability of their test results. Method comparison and bias estimation are important components of these studies. Design & methods: We developed an interactive website for evaluating the relative performance of two analytical methods using R programming language tools. The website can be accessed at https://bahar.shinyapps.io/method_compare/. Results: The site has an easy-to-use interface that allows both copy-pasting and manual entry of data. It also allows selection of a regression model and creation of regression and difference plots. Available regression models include Ordinary Least Squares, Weighted-Ordinary Least Squares, Deming, Weighted-Deming, Passing-Bablok and Passing-Bablok for large datasets. The server processes the data and generates downloadable reports in PDF or HTML format. Conclusions: Our website provides clinical laboratories a practical way to assess the relative performance of two analytical methods.
引用
收藏
页码:1025 / 1029
页数:5
相关论文
共 50 条
  • [21] Design and Development of an Interactive Proteomic Website
    Hu, K. Xin
    Wei, C. Zheng
    Kwan, Sze Siu
    Raja, R.
    13TH INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING, VOLS 1-3, 2009, 23 (1-3): : 344 - +
  • [22] Ideas for designing an Interactive Website in schools
    Urgelles Castillo, Idalmis
    Fuentes Diez, Antonio
    LUZ, 2008, (04):
  • [23] AN INTERACTIVE WEBSITE TO PROMOTE MENTAL HEALTH
    Hadlaczky, G.
    EUROPEAN PSYCHIATRY, 2012, 27
  • [25] An Analytical Method for Parameter Estimation Errors
    Fan, Qiuhong
    Wei, Qun
    Li, Peng
    Liu, Baoxiang
    INFORMATION COMPUTING AND APPLICATIONS, PT 2, 2012, 308 : 309 - 314
  • [26] A Study of Bias error Estimation Method by KGBE
    Matsuzaki, Takashi
    Kameda, Hiroshi
    Uchida, Junichi
    Hiroshima, Fumiya
    2010 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS, 2010, : 452 - 457
  • [27] Methods Comparison and Bias Estimation of Three Distinct Biochemistry Analytical Systems in One Clinical Laboratory Using Patient Samples
    Fu, Hongwei
    Yan, Shengyuan
    Wang, Yichao
    Gu, Dongmei
    Li, Xue
    Yang, Guifang
    Liu, Yunde
    CLINICAL LABORATORY, 2016, 62 (1-2) : 187 - 194
  • [28] INVESTIGATING COMMON METHOD BIAS VIA AN EEG STUDY OF THE FLOW EXPERIENCE IN WEBSITE DESIGN
    Liang, Ting-Peng
    Lin, Yi-Ling
    Shiau, Wen-Lung
    Chen, Sih-Fan
    JOURNAL OF ELECTRONIC COMMERCE RESEARCH, 2021, 22 (04): : 305 - 321
  • [29] Reducing bias in CAT trait estimation: A comparison of approaches
    Wang, TY
    Hanson, BA
    Lau, CMA
    APPLIED PSYCHOLOGICAL MEASUREMENT, 1999, 23 (03) : 263 - 278
  • [30] BIAS AND OPTIMAL LINEAR-ESTIMATION IN COMPARISON CALIBRATIONS
    BICH, W
    METROLOGIA, 1992, 29 (01) : 15 - 22