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. Author manuscript; available in PMC: 2021 Aug 6.
Published in final edited form as: Information (Basel). 2020 Jun 12;11(6):318. doi: 10.3390/info11060318

Table 4.

Results of HMIC with comparison with our baseline.

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