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J Am Med Inform Assoc 13:508-515 doi:10.1197/jamia.M2107
  • Focus on Automated Categorization Technique

Human and Automated Coding of Rehabilitation Discharge Summaries According to the International Classification of Functioning, Disability, and Health

Table 2

This table contains examples of lexical target form combinations which were used to generate the NLP system’s encoding table. The first row indicates that when any word or phrase having the target form of “eating” appears near any word or phrase having the target form “requires encouragement,” the ICF code d550.30 should be assigned. Other code combinations were “dressing” and “adaptive equipment for dressing,” which were assigned the ICF code d5400.10, and “judgment” and “unrealistic,” which were assigned the code b117.3.

Activity Qualifier ICF Code
eating requires encouragement d550.30
dressing adaptive equipment for dressing d5400.10
orientation functions confusion b117.4
dressing with effort d5400.10
cognition inconsistent b117.3
judgment unrealistic b117.3

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