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. Author manuscript; available in PMC: 2017 Jan 9.
Published in final edited form as: Artif Intell Med. 2015 Oct 3;66:29–39. doi: 10.1016/j.artmed.2015.09.007

Table 12.

Top five features in our CMM name entity recognition model for each information model class.

Anatomy Anatomy modifier Observation Anatomy modifier Uncertainty
  1. Anatomy dictionary

  2. Suffix “ary”

  3. “Lobe” and following word shapes

  4. “Lobe” and following words

  5. “Chest” word stem

  1. Noun-noun POS Tags and previous word belongs to anatomy

  2. Prefix “bi”

  3. Prefix “mid”

  4. Prefix “bas”

  5. Anatomy dictionary

  1. Observation dictionary

  2. “Changes” as the following word

  3. Cardinal number-noun POS tags and the previous word belongs to observation

  4. Proper noun POS tag

  5. Prefix “nod”

  • 1

    Cardinal number-noun POS tags and the previous word belongs to observation modifier Cardinal number POS tag

  • 3

    Modifier dictionary

  • 4

    “normal” and the following words

  • 5

    Noun-noun POS tags and the previous word belongs to observation modifier

  1. Adjective-proposition POS tags and the previous word belongs to uncertainty

  2. Noun-proposition POS tags and the previous word belongs to uncertainty

  3. Uncertainty dictionary

  4. Combination of “can” and previous words

  5. “Evidence” as the previous word