%0 Journal Article
%T Statistical Evaluation of Diagnostic Tests
%A Vishnu Vardhan Rudravaram
%J Bonfring International Journal of Data Mining
%D 2012
%I Bonfring
%R 10.9756/bijdm.1361
%X The use of routine laboratory tests in diagnosing disease is becoming of increasing importance. This emphasizes to test the efficiency of diagnostic tests, since relatively few diagnostic tests correctly classify all subjects tested as diseased or well. The more usual situation is one in which some well subjects are classified as diseased and some diseased subjects classified as well. In this type of situation, Diagnostics and prognostic models serve the purpose. Diagnostic models are usually used for classification and quite commonly used in medical field. In this paper, importance of statistical classification procedures are highlighted which helps in the evaluation of diagnostic tests.
%K Classification Procedures
%K Diagnostic Tests
%K Biomarkers
%K ROC Curve
%U http://www.journal.bonfring.org/papers/dm/volume2/BIJ-002-1361.pdf