Phenonizer: A Fine-Grained Phenotypic Named Entity Recognizer for Chinese Clinical Texts

Table 5

Comparison of degraded models for COVID-19 EMRs.

Degraded models	Precision	Recall	F1-score
BiLSTM-CRF	0.8660	0.8515	0.8587
GloVeWiki-BiLSTM-CRF	0.8620	0.8468	0.8544
GloVeMedical-BiLSTM-CRF	0.8691	0.8481	0.8585
W2VWiki-BiLSTM-CRF	0.8605	0.8629	0.8617
W2VMedical-BiLSTM-CRF	0.8624	0.8701	0.8662
BERT-CRF	0.8664	0.8916	0.8788
Phenonizer	0.8767	0.8852	0.8809