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10008534
Hybrid Knowledge Approach for Determining Health Care Provider Specialty from Patient Diagnoses
Abstract:
In an access-control situation, the role of a user determines whether a data request is appropriate. This paper combines vetted web mining and logic modeling to build a lightweight system for determining the role of a health care provider based only on their prior authorized requests. The model identifies provider roles with 100% recall from very little data. This shows the value of vetted web mining in AI systems, and suggests the impact of the ICD classification on medical practice.
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References:

[1] Centers for Medicaid and Medicare Services. “International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM).” 2011.
[2] Centers for Medicaid and Medicare Services. “Medicare National Coverage Determinations (NCD) Manual.” 2015.
[3] C. Palmer, N. Chungoora, R. I. M. Young, A. G. Guendran, Z. Usman, K. Case, and J. A. Harding. "Exploiting unified modelling language (UML) as a preliminary design tool for Common Logic-based ontologies in manufacturing." International Journal of Computer Integrated Manufacturing, vol. 26, pp. 267-283, 2013.
[4] N. Maguire. “Cardiology Coding Unmasked - Part 4 Cardiology Diagnosis Coding, ICD-9 and ICD-10.” Codeapedia, no date. Available http://codapedia.com/article_592_Cardiology-Coding-Unmasked-Part-4-Cardiology-Diagnosis-Coding-ICD-9-and-ICD-10.cfm. Accessed April 24, 2015.
[5] P. A. Myer, A. Mannalithara, G. Singh, G. Singh, P. J. Pasricha, and U. Ladabaum. “Table A1. List of ICD-9-CM codes for GI disease definition.” From “Clinical and Economic Burden of Emergency Department Visits Due to Gastrointestinal Diseases in the United States.” American Journal of Gastroenterology, vol. 108, pp. 1496-1507, September 2013. Available http://www.nature.com/ajg/journal/v108/n9/ fig_tab/ajg2013199t6.html. Accessed April 24, 2015.
[6] P. A. Humphrey, L. P. Dehner, and J. D. Pfeifer. “ICD-9 Codes for General Surgical Pathology.” The Washington Manual of Surgical Pathology, 2012. Available http://hemaonco.tmu.edu.tw/ ICD9.pdf. Accessed April 25, 2015.
[7] A. Howard. “Coding for Pain.”
For The Record
, vol. 10, p. 38, 2007. Available http://www.fortherecordmag.com/archives/ ftr_05292007p38.shtml. Accessed April 25, 2015.
[8] World Health Organization. “History of the Development of the ICD.” No date. Available http://www.who.int/classifications/icd/en/ HistoryOfICD.pdf. Accessed April 20, 2015.
[9] M. Pippenger, R. G. Holloway, and B. G. Vickrey. “Neurologists’ use of ICD-9CM codes for dementia.” Neurology, vol. 56, pp. 1206-1209, May 2001.
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