Recognition of Disease Genetic Information from Unstructured Text Data Based on BiLSTM-CRF for Molecular Mechanisms

Table 1

Performance of identified molecular entities.

Molecular entity	P (%)	R (%)	F-score (%)
Protein	84.32	80.32	82.27
DNA	76.28	71.33	73.72
RNA	85.71	77.97	81.66
Cell-type	83.67	80.37	81.98
Cell-line	65.22	63.64	64.42
Overall	79.04	74.72	76.81

Compared other previous works, Table 2 illustrates the comparison between our approach and previous works.