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. 2020 Jul 25;140:110153. doi: 10.1016/j.chaos.2020.110153

Table 3.

Results of scan level analysis of radiologists and AI system.

AI system Radiologists p-value
Per scan sensitivity*,%(95% CI) 89.1 (41/46)(75.6–95.9) 84.8 (39/46)(70.5–93.2) 0.727
Per scan specificity**,%(95% CI) 85.7 (36/42)(70.8–94.1) 83.3 (35/42)(68.0–92.5) 1.000
Per scan accuracy***,%(95% CI) 87.5 (77/88)(78.8–93.0) 84.1 (74/88)(74.9–90.4) 0.804
AUC 0.934 n/a n/a

Note: The p-values are calculated by comparing the AI system with radiologists using a 2-sided McNemar test. *Per scan sensitivity is the ratio of true positive identified to all CT scans with COVID-19 lesions; **Per scan specificity is the ratio of true negative identified to all CT scans without COVID-19 lesions; ***Per patient accuracy is the ratio of all true values identified to all CT scans. AI: artificial intelligence; CI: confidence interval; AUC: area under the receiver operating characteristic curve. n/a: not applicable.