Developing a Portable Natural Language Processing Based Phenotyping System
Table 4: The classification results without family history related CUIs
['Intuitive', 'Intuitive P-Micro', 'Intuitive P-Macro', 'Intuitive R-Micro', 'Intuitive R-Macro', 'Intuitive F-Micro', 'Intuitive F-Macro']
To disclose how a section (e.g. Family History) in the records can affect the classification results, we filter out the family history related CUIs and perform the classifications. We also conduct experiments on a list of selected CUIs without family history. This may indicate that the 15 clinically relevant semantic types of CUIs are quite informative for classification.