Table 2.

Convolution neural network operation points. The first column shows the operation point for best average report turnaround time (RTAT) reduction with a false positive rate (FPR) of 0.05, while the second column shows the operation point for a low false negative rate (FNR) of 0.05 (i.e., reducing the likelihood of dangerously long RTATs for critical findings). For each column, we show the other missing values like true positive rate (TPR), true negative rate (TNR), and FPR or FNR

	FPR = 0.05			FNR = 0.05
Finding	TPR	FNR	TNR	TPR	FPR	TNR
Pneumothorax	0.82	0.18	0.95	0.95	0.20	0.80
Congestion	0.71	0.29	0.95	0.95	0.24	0.76
Pleural effusion	0.86	0.14	0.95	0.95	0.21	0.79
Infiltrate	0.75	0.25	0.95	0.95	0.27	0.73
Atelectasis	0.61	0.39	0.95	0.95	0.39	0.61
Cardiomegaly	0.75	0.25	0.95	0.95	0.18	0.82
Mass	0.51	0.49	0.95	0.95	0.72	0.28
Foreign object	0.51	0.49	0.95	0.95	0.78	0.22