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Table 3 Entity label-level precision and recall estimates

From: Developing automated methods for disease subtyping in UK Biobank: an exemplar study on stroke

Concept mentions Precision (%) Recall (%)
Metastatic tumor 93 87
Aneurysm 97 100
Intracerebral haemorrhage 95 100
Time old (temporal words/phrases indicating old events, e.g., old ischemic stroke) 78 83
Subdural haematoma 97 83
Contusion 100 100
Subarachnoid haemorrhage 90 100
Related to (words/phrases indicating relations between two events, e.g., bleeding because of a recent fall) 78 100
Ischaemic stroke 90 99
Time recent (temporal words/phrases indicating recent events, e.g., accute ischemic stroke) 91 97
Meningioma 100 100
Transformation 88 100
Traumatic 100 75
  1. Numbers are mean values of tenfold cross validation