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

Journal of the American Medical Informatics Association

Volumn 13, Issue 5, 2006, Pages 508-515

  Kukafka, Rita ^a,b   Bales, Michael E ^a   Burkhardt, Ann ^c   Friedman, Carol ^b  

^a Och Spine at New York Presbyterian Hospitals   (United States)

^b Columbia University Medical Center ^*  (United States)

^c NewYork Presbyterian Hospital   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATION; CODING; EVALUATION; FUNCTIONAL ASSESSMENT; FUNCTIONAL STATUS; HOSPITAL DISCHARGE; HUMAN; INTERNATIONAL CLASSIFICATION OF FUNCTIONING, DISABILITY AND HEALTH;

ACTIVITIES OF DAILY LIVING; AUTOMATIC DATA PROCESSING; DISABILITY EVALUATION; FORMS AND RECORDS CONTROL; HEALTH STATUS; HEALTH STATUS INDICATORS; HUMANS; NATURAL LANGUAGE PROCESSING; PATIENT DISCHARGE; ROC CURVE; VOCABULARY, CONTROLLED;

EID: 33748680992     PISSN: 10675027     EISSN: None     Source Type: Journal    
DOI: 10.1197/jamia.M2107     Document Type: Article

References (26)

1. Bales M.E., Friedman C., Burkhardt A., and Kukafka R. Qualitative assessment of the International Classification of Functioning, Disability, and Health with respect to the desiderata for controlled medical vocabularies. Int J Med Inform. 75 5 (2006) 384-395
2. World Health Organization (Switzerland). Preamble to the Constitution of the World Health Organization as adopted by the International Health Conference, New York, 19-22 June, 1946; signed on 22 July 1946 by the representatives of 61 States (Official Records of the World Health Organization, no. 2, p. 100) and entered into force on 7 April 1948.
3. World Health Organization (Switzerland). International Classification of Functioning, Disability, and Health (2001), The Organization, Geneva
4. World Health Organization (Switzerland). ICF as the new member in the WHO family of international classifications (2006). http://www3.who.int/icf/training/icf.ppt Available at http://www3.who.int/icf/training/icf.ppt. Accessed 24 Feb 24, 2006
5. Dahl T.H. International classification of functioning, disability and health. an introduction and discussion of its potential impact on rehabilitation services and research. J Rehabil Med 34 5 (2002) 201-204
6. Ustun T.B., Chatterji S., Kostansjek N., and Bickenbach J. WHO's ICF and functional status information in health records. Health Care Financ R 24 3 (2003) 77-88
7. Lollar D.J., and Crews J.E. Redefining the role of public health in disability. Annu Rev Publ Health 24 (2003) 195-208
8. Schneidert M., Hurst R., Miller J., and Ustun B. The role of environment in the International Classification of Functioning, Disability and Health (ICF). Disabil Rehabil 25 11-12 (2003) 588-595
9. Lollar D.J. Public health and disability. emerging opportunities. Public Health Rep 117 2 (2002) 131-136
10. Cieza A., Brockow T., Ewert T., et al. Linking health-status measurements to the International Classification of Functioning, Disability and Health. J Rehabil Med 34 5 (2002) 205-210
11. Stucki G., Ewert T., and Cieza A. Value and application of the ICF in rehabilitation medicine. Disabil Rehabil 25 11-12 (2003) 628-634
12. Kearney P.M., and Pryor J. The International Classification of Functioning, Disability, and Health (ICF) and nursing. J Adv Nurs 46 2 (2004) 162-170
13. Bruyere S.M., Van Looy S.A., and Peterson D.B. The International Classification of Functioning, Disability and Health. Contemporary Literature Overview. Rehabil Psychol 50 2 (2005) 113-121
14. Battaglia M., Russo E., Bolla A., et al. International Classification of Functioning, Disability and Health in a cohort of children with cognitive, motor, and complex disabilities. Dev Med Child Neurol 46 2 (2004) 98-106
15. Ogonowski J., Kronk R., Rice C., and Feldman H. Inter-rater reliability in assigning ICF codes to children with disabilities. Disabil Rehabil 26 6 (2004) 353-361
16. Okochi J., Utsunomiya S., and Takahashi T. Health measurement using the ICF. Test-retest reliability study of ICF codes and qualifiers in geriatric care. Health Qual Life Outcomes 3 46 (2005)
17. Boström K., and Ahlström G. Living with a chronic deteriorating disease. the trajectory with muscular dystrophy over ten years. Disabil Rehabil 26 23 (2004) 1388-1398
18. Mayo N.E., Poissant L., Ahmed S., et al. Incorporating the International Classification of Functioning, Disability, and Health (ICF) into an electronic health record to create indicators of function. proof of concept using the SF-12. J Am Med Inform Assoc 11 6 (2004) 514-522
19. Friedman C., Alderson P.O., Austin J., Cimino J.J., and B J.S. A general natural language text processor for clinical radiology. J Med Inform Assoc 1 2 (1994) 161-174
20. Rindflesch T., Rajah C., and Jayant V. Extracting molecular binding relationships from biomedical text. Proc 6th Appl Nat Lang Proc Conf; 2000 (2000), Association for Computational Linguistics, San Francisco 188-195
21. Fiszman M., Chapman W.W., Aronsky D., Evans R.S., and Haug P.J. Automatic detection of acute bacterial pneumonia from chest X-ray reports. J Am Med Inform Assoc 7 (2000) 593-604
22. Aronson A.R. Effective mapping of biomedical text to the UMLS Metathesaurus. the MetaMap program. Proc AMIA Annu Symp (2001) 17-21
23. Hripcsak G., and Wilcox A. Reference standards, judges and comparison subjects. J Am Med Inform Assoc 9 1 (2002) 1-15
24. Okoli C., and Pawlowski S.D. The Delphi method as a research tool. an example, design considerations and applications. Inform Manage 42 1 (2004) 15-29
25. Cohen J. Weighted kappa. nominal scale disagreement with provision for scaled agreement or partial credit. Psychol Bull 70 (1968) 213-220
26. Viera A., and Garrett J. Understanding interobserver agreement. The kappa statistic. Fam Med 37 5 (2005) 360-363