首頁資訊基于大數(shù)據(jù)糖尿病患者膳食管理系統(tǒng)的設(shè)計

基于大數(shù)據(jù)糖尿病患者膳食管理系統(tǒng)的設(shè)計

來源：泰然健康網(wǎng) 時間：2024年12月02日 07:02

摘要： 作為5項糖尿病治療方法（飲食、運動、藥物、自我監(jiān)測與教育）中最基本的治療方法，飲食治療在糖尿病患者病程的各個階段都極為重要。針對臨床中糖尿病患者膳食管理方案編制繁瑣、飲食治療效果不佳的問題，結(jié)合糖尿病患者飲食管理工作步驟，設(shè)計糖尿病患者膳食管理智能決策流程；借助相似度計算模型，實現(xiàn)數(shù)據(jù)挖掘與智能決策，設(shè)計糖尿病患者飲食智能決策系統(tǒng)架構(gòu)；借助計算機編程技術(shù)建立系統(tǒng)可視化界面；利用實例推理方法實現(xiàn)基于大數(shù)據(jù)的糖尿病患者膳食智能管理，減少糖尿病患者膳食管理工作量，提高糖尿病飲食治療效率，為輔助臨床快速、準確制定個性化的糖尿病患者飲食方案提供有效途徑。

關(guān)鍵詞: 糖尿病, 膳食管理, 大數(shù)據(jù), 系統(tǒng)設(shè)計

Abstract: Among the five treatments for diabetes（diet，exercise，medication，glycemic self-monitoring and health education），diet treatment is the most essential，and it matters much in each phase of diabetic treatment. To simply the cumbersome process of developing dietary management programs and improve the effect of diet treatment in diabetics，we designed an intelligent decision-making process of dietary management based on the clinical dietary management procedure，and designed an intelligent decision-making framework based on intelligent decision-making cases derived from data mining using the similarity calculation model，then by use of this kind of case-based reasoning approach and computer-based data visualization technologies，we finally developed a system suggesting diet regimens displayed on the user interface screen，achieving intelligent dietary management of diabetics using big data technologies. The use of this system may bring about workload reduction and efficiency improvement of diet treatment，and may provide help for rapid development of an effective，appropriate and personalized diabetic diet plan.

Key words: Diabetes, Dietary management, Big data, System design

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章琦,章瑋,白正玉. 基于大數(shù)據(jù)糖尿病患者膳食管理系統(tǒng)的設(shè)計[J]. 中國全科醫(yī)學(xué), 2021, 24(13): 1697-1702. DOI: 10.12114/j.issn.1007-9572.2021.00.090.
ZHANG Qi,ZHANG Wei,BAI Zhengyu. Design of Diabetic Diet Management System Using Big Data　[J]. Chinese General Practice, 2021, 24(13): 1697-1702. DOI: 10.12114/j.issn.1007-9572.2021.00.090.

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鏈接本文:https://www.chinagp.net/CN/10.12114/j.issn.1007-9572.2021.00.090

https://www.chinagp.net/CN/Y2021/V24/I13/1697