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J Am Med Inform Assoc 16:601-605 doi:10.1197/jamia.M3097
  • Focus on i2b2 Obesity NLP Challenge

Semi-automated Construction of Decision Rules to Predict Morbidities from Clinical Texts

Table 2

Intuitive Results

Train Test
System Fmicro Fmacro Fmicro Fmacro
Upload1 97.11 82.32 96.42 67.27
Upload1 w/o I-terms 96.21 81.57 95.42 66.42
Upload1 w/o numexp 96.90 82.15 96.26 67.13
Upload1 w/o both 96.00 81.39 95.26 66.28

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