基于語義技術的慢性病自我管理系統(tǒng)的設計與實現
發(fā)布時間:2018-06-06 00:43
本文選題:語義技術 + 本體 ; 參考:《浙江大學》2016年碩士論文
【摘要】:隨著工業(yè)化和城鎮(zhèn)化的發(fā)展、人口老齡化進程的加快和生活方式的改變,慢性病的患病率呈逐漸增長的趨勢。日益增長的慢性病人群的治療和護理帶來了極大的經濟負擔和衛(wèi)生服務挑戰(zhàn)。對慢性病患者加強健康教育,提高患者的自我管理能力,能夠有效地控制慢性病病情,延緩并發(fā)癥的發(fā)生,從而減輕患者經濟負擔,提高醫(yī)療投入產出比,改善慢性病防治現狀。要做好慢性病自我管理,除了需要患者了解自身的疾病情況,還要求患者掌握飲食、運動、用藥、體征監(jiān)測等多方面的知識和技能。因此,本論文引入語義技術,借助語義技術強大的知識表達能力和推理能力,通過對慢性病自我管理的內容和過程建模,實現根據患者特性為慢性病患者提供個性化的治療方案和服務,從而提高慢性病自我管理實施的可操作性和有效性。本論文根據慢性病自我管理的實際需求,設計和構建了慢性病自我管理知識庫,并在該知識庫的基礎上實現了移動端的慢性病自我管理系統(tǒng)。該系統(tǒng)以慢性病自我管理過程中所需的各領域知識為理論依據,結合語義化的患者臨床數據,為患者制定個性化的治療目標和計劃,并推薦個性化的執(zhí)行方案。系統(tǒng)通過語義推理分析患者治療中產生的語義化過程數據,查找患者不依從或依從性差的原因,并提出相應的應對措施,從而提高患者的治療依從率。該系統(tǒng)通過指導慢性病患者進行自我管理,幫助患者克服自我管理過程中遇到的困難,以達到促使患者長期堅持自我管理的目的。
[Abstract]:With the development of industrialization and urbanization, the accelerated process of population aging and the change of life style, the prevalence of chronic diseases is gradually increasing. The growing number of people with chronic diseases brings great financial burden and health service challenges. Strengthening health education for patients with chronic diseases and improving their self-management ability can effectively control the condition of chronic diseases, delay the occurrence of complications, reduce the economic burden of patients, and improve the ratio of medical input and output. Improve the status of chronic disease prevention and treatment. In order to manage chronic diseases well, it is necessary for the patients to know their own disease situation, and to master the knowledge and skills of diet, exercise, medication, physical sign monitoring and so on. Therefore, this paper introduces the semantic technology, with the help of the powerful knowledge expression and reasoning ability of semantic technology, by modeling the content and process of chronic disease self-management. In order to improve the operability and effectiveness of self-management of chronic diseases, individualized treatment schemes and services can be provided according to the characteristics of patients with chronic diseases. According to the actual demand of chronic disease self-management, this paper designs and constructs the chronic disease self-management knowledge base, and realizes the mobile side chronic disease self-management system based on the knowledge base. The system is based on the knowledge of various fields needed in the process of chronic disease self-management, combined with the semantic patient clinical data, to formulate individualized treatment goals and plans for patients, and to recommend individualized execution scheme. The system analyzes the semantic process data of patients through semantic reasoning, finds out the causes of patients' non-compliance or poor compliance, and puts forward the corresponding countermeasures to improve the rate of patients' treatment compliance. The system can help the patients with chronic diseases to overcome the difficulties in the process of self-management by guiding them to self-management, so as to promote the patients to adhere to self-management for a long time.
【學位授予單位】:浙江大學
【學位級別】:碩士
【學位授予年份】:2016
【分類號】:TP391.1;R197.3
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