Table 3:

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

Tumor DetectionTumor Classification
SensitivitySpecificityPAccuracyF1 ScoreP
Model0.961.000.920.80
Radiologist average0.990.980.870.75
Radiologist A1.001.00.060.950.89.09
Radiologist B0.990.971.000.890.79.24
Radiologist C0.990.981.000.790.61<.01
Radiologist D0.980.98.730.840.70<.01
  • Note:— –indicates n/a.

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