Table 4.
Model | Precision | Recall | F1-Score | |
---|---|---|---|---|
Baseline | CNN | 76.76 ± 0.49 | 80.18 ± 0.47 | 78.43 ± 0.48 |
Multilayer perceptron | 76.19 ± 0.50 | 79.40 ± 0.47 | 77.76 ± 0.49 | |
Deep CNN | 82.95 ± 0.44 | 87.28 ± 0.39 | 85.06 ± 0.42 | |
HMIC | Non Whole slide | 84.13 ± 0.37 | 93.56 ± 0.29 | 88.61 ± 0.37 |
Whole slide | 88.01 ± 0.38 | 93.98 ± 0.28 | 90.89 ± 0.38 |