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. 2019 Jun 25;2019:8107906. doi: 10.1155/2019/8107906

Table 4.

The formula of the sensitivity, specificity, PPV, and the NPV.

Pathology results (Gold standard) Total
Positive  Negative 
(Cancer group) (Healthy group)
Analyzed marker Positive a (TP) b (FP) a+b
Negative c (FN) d (TN) c+d
Total a+c b+d a+b+c+d

TP: true positive; FP: false positive; FN: false negative; TN: true negative.

Sensitivity=a/(a+c); specificity =d/(b+d); PPV=a/(a+b); NPV=d/(c+d).