Hybrid Knowledge Approach for Determining Health Care Provider Specialty from Patient Diagnoses

International Journal of Information Technology

Erin Lynne Plettenberg ; Jeremy Vickery

关键词: Ontology;    logic modeling;    electronic medical records;    information extraction;    vetted web mining.;   

DOI  :  10.1999/1307-6892/10008534

学科分类：计算机应用

来源: World Academy of Science, Engineering and Technology (W A S E T)

【 摘 要 】

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.

【 授权许可】

Unknown