Some issues concerning the statistical evaluation of a screening test: the arfi ultrasound case
DOI:
https://doi.org/10.6092/issn.1973-2201/3588Abstract
In this paper we analyze some issues concerning the statistical evaluation of a screening test for classification. The case study is ARFI, an ultrasound device recently introduced, and used for the evaluation of liver fibrosis. First, we present a simple statistical evaluation based on a novel index that compare two competitors with respect to a gold standard, and then we propose a procedure that determines a table with the “acceptable” number of measurements to get an “accurate” diagnosis using the ARFI device.References
U. ARENA, F. VIZZUTTI, G. CORTI, S. AMBU, C. STASI, S. BRESCI, S. MOSCARELLA, V. BODDI, A. PETRARCA,
G. LAFFI, F. MARRA, M. PINZANI, (2008), Acute viral hepatitis increases liver stiffness values measured by transient elastography, “Hepatology”, 47, pp. 380-384.
A.A. BRAVO, S.G. SHETH , S. CHOPRA, (2001), Liver biopsy, “New England Journal of Medicine”, 344, pp. 495-500.
E. CAREY, W.D. CAREY, (2010), Noninvasive tests for liver disease, fibrosis, and cirrhosis: is liver biopsy obsolete?, “Cleveland Clinic Journal of Medicine”, 77, 8, pp. 519-527.
L. CASTERA, (2009), Acoustic radiation force impulse imaging: a new technology for the noninvasive assessment of liver fibrosis?, “Journal of Gastrointestinal and Liver Diseases”, 18, 4, pp. 411-2.
W.G. COCHRAN, (1977), Sampling Techniques, John Wiley & Sons, New York.
J. COHEN, (1968), Weighted kappa: Nominal scale agreement with provision for scaled disagreement or partial credit, “Psychological Bulletin”, 70, 4, pp. 213-220.
M. FRIEDRICH-RUST, M.F. ONG, S. MARTENS, C. SARRAZIN, J. BOJUNGA, S. ZEUZEM, E. HERMANN, (2008), Performance of transient elastography for the staging of liver fibrosis: a meta-analysis, “Gastroenterology”, 134, pp. 960-974.
J. HWANG, A. BISWAS, (2008), Odds ratio for a single 2 x 2 table with correlated binomials for two margins, “Statistical Methods and Applications”, 17, pp. 483-497.
Q. MCNEMAR, (1947), Note on the sampling of the difference between corrected proportions or percentages, “Psychometrika”, 12, pp. 153-157.
M.L. PALMERI, M.H. WANG, J.J. DAHL, K.D. FRINKLEY, K.R. NIGHTINGALE, (2008), Quantifying hepatic shear modulus in vivo using acoustic radiation force, “Ultrasound in Medicine and Biology”, 34, pp. 546-558.
H.A. SALEH, A.H. ABU-RASHED (2007) Liver biopsy remains the gold standard for evaluation of chronic hepatitis and fibrosis, “Journal of Gastrointestinal and Liver Diseases”, 16, 3, pp. 263-6.
L. SANDRIN, B. FOURQUET, J.M. HASQUENOPH, S. YON, C. FOURNIER, F. MAL, C. CHRISTIDIS, M. ZIOL, B.
POULET, F. KAZEMI, M. BEAUGRAND, R. PALAU, (2003), Transient elastography: a new noninvasive method for assessment of hepatic fibrosis, “Ultrasound in Medicine and Biology”, 29, 1705-1713.
G. SHIHA, ET AL., (2009), Liver fibrosis: consensus recommendations of the asian pacific association for the study of the liver (apasl), “Hepatology International”, 3, 2, pp. 323-333.
M. SULLIVAN PEPE (2003) The Statistical Evaluation of Medical Tests for Classification and Prediction, Oxford University Press.
J.A. TALWALKAR, D.M. KURTZ, S.J. SCHOENLEBER, C.P. WEST , V.M. MONTORI, (2007), Ultrasound-based transient elastography for the detection of hepatic fibrosis: systematic review and meta-analysis, “Clinical Gastroenterology and Hepatology”, 5, pp. 1214-20.
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