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. 2019 Jan 20;39(1):69–75. [Article in Chinese] doi: 10.12122/j.issn.1673-4254.2019.01.11

2.

模型类型、DSC和LSTM三种因素的对照评估结果

Metrics of the model type, DSC and LSTM

Model DSC LSTM Sensitivity (%) Specificity (%) F1 (%) Accuracy (%)
DenseNet + + 80.38 79.91 79.35 80.13
- 86.45 71.43 79.01 80.35
- + 81.62 74.18 76.28 77.08
- 80.99 74.01 75.91 77.68
ResNet[16] + + 83.33 75.39 77.79 79.56
- 84.11 75.04 77.93 79.81
- + 81.87 73.67 76.02 77.92
- 79.13 74.35 75.33 76.86