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. Author manuscript; available in PMC: 2020 Jun 1.
Published in final edited form as: J Biomed Inform. 2019 Apr 20;94:103184. doi: 10.1016/j.jbi.2019.103184

Table 3.

Evaluation of NLP models in function of 100 manually annotated notes.

Model 1
Rule-based		 Model 2
CNN		 Model 3
Rule-based and CNN		 Model 4
Rule-based or CNN
Precision 0.924 0.882 0.968 0.850
Recall 0.871 0.957 0.857 0.971
F-measure 0.897 0.918 0.909 0.907