Table 7 The performances of various methods on the time and time interval indexing (%)
From: Temporal indexing of medical entity in Chinese clinical notes
Method | Time node (%) | Time interval (%) | ||||
|---|---|---|---|---|---|---|
Precision | Recall | F1-score | Precision | Recall | F1-score | |
Rule | 69.62 | 79.35 | 74.17 | 60.79 | 44.79 | 51.58 |
SVM | 65.79 | 83.39 | 73.55 | 86.30 | 42.84 | 57.26 |
CNN | 72.02 | 79.35 | 75.50 | 64.26 | 51.94 | 57.45 |
RNN | 74.13 | 78.41 | 76.21 | 65.21 | 58.13 | 61.47 |
RNN-CNN | 74.80 | 78.84 | 76.76 | 65.68 | 59.01 | 62.17 |
Merged | 73.38 | 81.23 | 77.10 | 73.12 | 58.39 | 64.93 |