. Author manuscript; available in PMC: 2019 Oct 10.

Published in final edited form as: Stud Health Technol Inform. 2019 Aug 21;264:273–277. doi: 10.3233/SHTI190226

Table 3–

Comparing using unstructured data only vs. different combinations with structured data in the deep learning model

Data	Accuracy	Precision	Recall	F-measure
Free text	81.83%	0.836	0.818	0.816
Free text + lab results	83.61%	0.853	0.836	0.833
Free text + treatment	84.15%	0.850	0.841	0.840
Free text + comorbidity	84.69%	0.856	0.846	0.842
Free text + demographics	87.37%	0.881	0.874	0.872
Free text + admissions	88.25%	0.885	0.882	0.881