Quantitative Diagnostic Test Validation
Bente Flatland
Search for more papers by this authorBente Flatland
Search for more papers by this authorMarjory B. Brooks DVM, DACVIM
Director, Comparative Coagulation Section
Animal Health Diagnostic Center, Cornell University, Ithaca, New York, USA
Search for more papers by this authorKendal E. Harr DVM, MS, DACVP
URIKA, LLC, Mukilteo, Washington, USA
Search for more papers by this authorDavis M. Seelig DVM, PhD, DACVP
Associate Professor, Clinical Pathology
Department of Veterinary Clinical Sciences, University of Minnesota, College of Veterinary Medicine, St. Paul, Minnesota, USA
Search for more papers by this authorK. Jane Wardrop DVM, MS, DACVP
Professor and Director, Clinical Pathology Laboratory
Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Washington State University, Pullman, Washington, USA
Search for more papers by this authorDouglas J. Weiss DVM, PhD, DACVP
Emeritus Professor
College of Veterinary Medicine, University of Minnesota, St. Paul, Minnesota, USA
Search for more papers by this authorSummary
This chapter focuses on analytical and diagnostic performance and provides an overview of the study designs and statistical tools used in their assessment. Analytical performance assessment characterizes an assay's measurement performance through the study of analytical properties such as imprecision, bias, and linearity. Individual laboratories should carry out some assessment of analytical performance prior to implementing a new assay for routine clinical use. Analytical quality goals have been derived from various sources, including regulatory requirements, expert consensus, biological variation data, “state of the art”, and patient outcome studies. Analytical performance validation of assays involving unstable specimens or labile measurands may necessarily be limited by logistical concerns. Observed total error combines observed bias and imprecision into one quantity calculated with a stated statistical probability. Diagnostic test performance validation compares results from a test under evaluation, that is, index test, to another test deemed the “gold standard” for disease diagnosis.
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