Unsupervised Medical Entity Recognition and Linking in Chinese Online Medical Text

Table 5

Entity classification results on the corpus (%).

Entity category	Family-doctor			Muzhi-doctor			Qiuyi
	P	R		P	R		P	R
All	82.49	79.13	80.78	80.91	73.86	77.22	82.16	74.35	78.06
Body	85.17	81.20	83.14	83.62	80.13	81.84	83.53	80.21	81.84
Disease	80.45	82.16	81.30	81.96	82.67	82.31	79.26	81.68	80.45
Symptom	78.19	60.84	68.43	74.54	61.73	67.53	76.26	61.52	68.10
Medicine	82.31	79.62	80.94	80.63	75.84	78.16	84.57	78.39	81.36
Treatment	76.86	67.25	71.73	75.24	63.59	68.93	76.61	61.82	68.42
Check	75.14	65.53	70.01	74.50	67.26	70.70	73.48	63.72	68.25