Methods | Dictionary look-up | Disease name normalization | Word embedding | LSTM | CRF |
---|---|---|---|---|---|
Dictionary look-up [2] | Y | Y | N | N | N |
cTAKES [15] | Y | Y | N | N | Y |
MetaMap [14] | Y | Y | N | N | N |
Inference Method [2] | Y | Y | N | N | N |
CRF + UMLS [34] | Y | Y | N | N | Y |
CRF + CMT [34] | Y | Y | N | N | Y |
CRF + MeSH [34] | Y | Y | N | N | Y |
DNorm [3] | Y | Y | N | N | N |
C-Bi-LSTM-CRF [34] | N | N | N | Y | Y |
TaggerOne [22] | N | Y | N | N | N |
DNER [24] | N | Y | N | N | Y |
SBLC | N | N | Y | Y | Y |