Table IV. Comparison of interstitial lung disease classification results using F-scores: nm, em, gg, fb, MN and CD.
NM | EM | GG | FB | MN | CD | |
---|---|---|---|---|---|---|
Patch-LOO [38] | 0.84 | 0.75 | 0.78 | 0.84 | 0.86 | - |
Patch-LOO [39] | 0.88 | 0.77 | 0.80 | 0.87 | 0.89 | - |
Patch-CVIO [54] | 0.84 | 0.55 | 0.72 | 0.76 | 0.91 | - |
Patch-CV5 | 0.64 | 0.81 | 0.74 | 0.78 | 0.82 | 0.64 |
Slice-Test [40] | 0.40 | 1.00 | 0.75 | 0.80 | 0.56 | 0.50 |
Slice-CV5 | 0.22 | 0.35 | 0.56 | 0.75 | 0.71 | 0.16 |
Slice-Random | 0.90 | 0.86 | 0.85 | 0.94 | 0.98 | 0.83 |