Table 1. Confusion matrix of the automatic detection vs. expert classification.
Expert | ||||
Blood/hematic residues | Normal/other findings | |||
CNN | Blood/hematic residues | 594 | 39 | |
Normal/other findings | 1 | 531 | ||
Sensitivity
1
99.8 % (4.7 %) |
Specificity
1
93.2 % (4.7 %) |
PPV
1
93.8 % (4.2 %) |
NPV
1
99.8 % (4.2 %) |
CNN, convolutional neural network; PPV, positive predictive value; NPV, negative predictive value.
Expressed as mean (standard deviation).