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An Empirical Study Of Construction Method For Clinical Pathway Ontology Conceptual Framework

Posted on:2011-12-12Degree:MasterType:Thesis
Country:ChinaCandidate:J ZhuFull Text:PDF
GTID:2144360305955035Subject:Social Medicine and Health Management
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Recently, with the health care costs rising, more and more difficult and expensive medical treatment is a severe issue as the current world is facing for the medical field. In the late 1980s, the U.S. government to curb the irrational increase of medical expenses, payment of medical insurance payment system from the traditional post-marked by a change in payment diagnosis related group (DRG), for adapting to health insurance system reform, the "clinical pathway" is used in hospital quality management. Clinical pathways (CP) is a common medical treatment for a disease and care developed by one of the most appropriate care plans, both as a new management model to guarantee and continue to improve health care quality, improve clinical effectiveness, but also to control medical costs, lower health care costs, more and more countries are concerned about it.With the digital hospital building and strengthening regional cooperative medical care, as well as international and domestic standardization of medical attention and vigorous implementation of standardized electronic clinical path program on the essential. Standardized electronic clinical pathway should include two main parts: First, the standardization of diagnosis and treatment plan; Second, the standardization of data exchange. Standardized treatment program, mainly referring to the development of standardized treatment processes, standardization of management processes to develop treatment programs, standardized treatment process or the implementation and evaluation of the clinical path. China is developing a variety of diseases' clinical pathway to regulate the treatment plan for standardization. Standardization of clinical data exchange contained in when the electronic data transfers between the various medical institutions need for standardization of the exchange, which has great significance for knowledge organizing, sharing and reuse. The problems of current paper-based version of the clinical pathway management is gradually emerging, such as not conducive to preservation, transmission, sharing and reuse, pressing the electronic development, electronic clinical path still need a standard to regulate. Ontology as a "clear shared conceptual model of formal specification", based on knowledge organization, you can use natural or semi-natural language broad, detailed and comprehensive description of the clinical pathway concept, terms and their relationship to construct a knowledge of network structure, can provide a method guide for electronic clinical pathway.This paper mainly has the following four parts:The first part reviews two aspects of the diagnosis and treatment of single disease ontology construction mainly involves——clinical pathway and ontology current research focuses on the medical domain ontology research status, given the already abroad, the electronic based on ontology Clinical path of study, but the theory is still in the exploratory stage, and domestic to this study has just been raised, there were no empirical studies to no practical application, this paper intends to apply the ontology to electronic clinical management, and empirical tests research to prove its scientific and feasibility.The second part describes in detail the basis for ontology construction-related knowledge, including ontology language, ontology construction tools, construction methods, construction principles and ontology evaluation.The third part draw on the common methods of medical ontology construction, "seven-step method", combined with the formulation of clinical pathways, clinical pathways proposed conceptual framework for ontology construction process. Knowledge resources include the identification of clinical pathway, clinical pathway ontology knowledge acquisition, use protege ontology construction tools, ontology construction, ontology evaluation and clinical path.The fourth part to the Ministry of Health issued a "clinical pathway in breast cancer (2009 version)" as a guide, the light of medical thesauri, textbooks and related professional treatment guidelines, the establishment of clinical pathways for breast cancer based on ontology conceptual framework, empirical study launched. The concept of breast cancer clinical pathway ontology analysis of extraction, extracted a total of 205 concepts, including class 49,107 properties (including data properties 94, the objective properties 13),49 instances ,use the more commonly method in ontology construction "seven-step method" and the protege ontology construction tools, forming a complete disease ontology.With the help of ontology approach in artificial intelligence, constructing conceptual framework of electronic clinical pathway, is a medical domain ontology on the application of an experimental exploration, but also for medical knowledge organization in a new field of application to provide a reference. To promote the standardization of clinical pathway data exchange and the establishment of electronic clinical path management system provides the underlying knowledge conceptual framework.
Keywords/Search Tags:Disease ontology, Breast Cancer, Clinical pathway, Conceptual framework, Ontology construction
PDF Full Text Request
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