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- W2109085001 abstract "Three of the most common problems in medical research are as follows: (1) evaluating a medical test against a diagnostic criterion in a population, (2) choosing the best among available tests, and finally (3) developing the best combination of medical tests. In 1979, a Lancet editorial commented that “The assessment of diagnostic methods belongs to the backwoods of clinical research. New treatments are submitted to thorough testing and books are written on the methodology of the controlled therapeutic trial; but no standards have been fixed for the assessment of diagnostic methods.” Since 1979, some progress has been reflected in the Standards for Reporting of Diagnostic Accuracy (STARD) guidelines, but statistical methods remain much less developed than the methods for the assessment of treatments in randomized clinical trials. As a result, medical tests often enter general clinical use with little or no convincing documentation of their accuracy, which then has major repercussions on patient health and medical costs.Keywords:Sensitivity;specificity;ROC;AUC;weighted kappa" @default.
- W2109085001 created "2016-06-24" @default.
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- W2109085001 date "2014-09-29" @default.
- W2109085001 modified "2023-09-25" @default.
- W2109085001 title "Sensitivity, Specificity and Receiver Operator Characteristic ( ROC ) Methods" @default.
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- W2109085001 doi "https://doi.org/10.1002/9781118445112.stat06784" @default.
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