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. 2020 Sep;41(9):1718–1725. doi: 10.3174/ajnr.A6704

Table 3:

Comparison of tumor detection and classification results between the deep learning model and radiologistsa

Tumor Detection
Tumor Classification
Sensitivity Specificity P Accuracy F1 Score P
Model 0.96 1.00 0.92 0.80
Radiologist average 0.99 0.98 0.87 0.75
Radiologist A 1.00 1.00 .06 0.95 0.89 .09
Radiologist B 0.99 0.97 1.00 0.89 0.79 .24
Radiologist C 0.99 0.98 1.00 0.79 0.61 <.01
Radiologist D 0.98 0.98 .73 0.84 0.70 <.01

Note:— –indicates n/a.

a

P value calculated using the McNemar test comparing the model with individual radiologists.