Research Article

A Novel Approach towards Medical Entity Recognition in Chinese Clinical Text

Table 6

Rules used in evaluation.

ScoreRule description

1Medication entity is accurately detected, and divisions of class and boundary are both correct
0.8Only one error is detected at the start position of the ME boundary
0.6Only one error is detected at the end position of the ME boundary
0.4Two errors are detected at the start and end positions of ME boundaries, respectively
0ME is not detected, or the detected phrase is not a drug name entity annotated in the gold standard