Table 3.
Hospital | Category | AUC [95% CI] |
Sensitivity [95% CI] |
F1 Score [95% CI] |
Specificity [95% CI] |
Accuracy [95% CI] | NPV [95% CI] |
---|---|---|---|---|---|---|---|
A | Lungs | 0.886 [0.854, 0.915] |
0.846 [0.788, 0.899] |
0.690 [0.636, 0.740] |
0.878 [0.856, 0.900] |
0.873 [0.851,0.893] |
0.966 [0.952, 0.978] |
Pleura | 0.867 [0.812, 0.917] |
0.779 [0.672, 0.873] |
0.598 [0.510, 0.677] |
0.936 [0.920, 0.952] |
0.925 [0.907,0.941] |
0.982 [0.972, 0.991] |
|
Cardiac | 0.919 [0.846, 0.979] |
0.877 [0.739, 1.000] |
0.404 [0.288, 0.508] |
0.925 [0.907, 0.941] |
0.923 [0.905,0.940] |
0.996 [0.992, 1.000] |
|
Aggregate | 0.910 [0.883, 0.934] |
0.876 [0.829, 0.918] |
0.767 [0.722, 0.807] |
0.885 [0.862, 0.906] |
0.883 [0.862,0.902] |
0.962 [0.946, 0.975] |
|
B | Lungs | 0.902 [0.835, 0.959] |
0.898 [0.781, 1.000] |
0.762 [0.641, 0.857] |
0.873 [0.811, 0.926] |
0.878 [0.823,0.924] |
0.969 [0.932, 1.000] |
Pleura | 0.871 [0.734, 0.989] |
0.780 [0.529, 1.000] |
0.650 [0.400, 0.833] |
0.947 [0.907, 0.980] |
0.934 [0.892,0.975] |
0.980 [0.956, 1.000] |
|
Cardiac | 0.855 [0.641, 0.996] |
0.750 [0.333, 1.000] |
0.488 [0.154, 0.741] |
0.939 [0.899, 0.974] |
0.930 [0.886,0.968] |
0.988 [0.966, 1.000] |
|
Aggregate | 0.919 [0.864, 0.968] |
0.920 [0.828, 1.000] |
0.820 [0.723, 0.898] |
0.887 [0.828, 0.941] |
0.896 [0.848,0.943] |
0.970 [0.934, 1.000] |
|
A + B (Entire dataset) | Lungs | 0.889 [0.860, 0.917] |
0.855 [0.802, 0.903] |
0.702 [0.651, 0.746] |
0.878 [0.856, 0.899] |
0.874 [0.853,0.892] |
0.966 [0.953, 0.978] |
Pleura | 0.867 [0.818, 0.913] |
0.779 [0.686, 0.869] |
0.605 [0.525, 0.682] |
0.938 [0.923, 0.952] |
0.926 [0.911,0.941] |
0.982 [0.973, 0.990] |
|
Cardiac | 0.906 [0.836, 0.965] |
0.852 [0.720, 0.967] |
0.417 [0.312, 0.514] |
0.927 [0.911, 0.942] |
0.924 [0.909,0.940] |
0.995 [0.990, 0.999] |
|
Aggregate | 0.912 [0.888, 0.934] |
0.883 [0.840, 0.920] |
0.775 [0.736, 0.811] |
0.885 [0.863, 0.906] |
0.885 [0.865,0.903] |
0.963 [0.949, 0.975] |