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. 2021 Jan 13;26(1):015001. doi: 10.1117/1.JBO.26.1.015001

Table 2.

Performance of the DNN polyp detection in NBI and WLE images.

NBI image testing (Total TP = 14 Total TN = 5)
  Full color Red Green Blue Red + green
True positive (TP) 13 12 12 10 13
True negative (TN) 5 5 5 5 5
Sensitivity TP/(TP + FN) (%) 93 86 86 71 93
Specificity: TN/(TN + FP) (%) 100 100 100 100 100
Precision: TP/(TP + FP) (%) 100 100 100 100 100
Accuracy: (TP + TN)/(TP + TN + FP + FN) (%)
95
89
89
79
95
WLE image testing (Total TP = 15 Total TN = 8)
 
Full color
Red
Green
Blue
Red + green
True Positive (TP) 9 9 7 6 13
True Negative (TN) 8 8 7 7 8
Sensitivity TP/(TP + FN) (%) 60 60 47 40 87
Specificity: TN/(TN + FP) (%) 100 100 87 87 100
Precision: TP/(TP + FP) (%) 100 100 87 86 100
Accuracy: (TP + TN)/(TP + TN + FP + FN) (%) 74 74 61 57 91