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浙江大学学报(医学版)  2022, Vol. 51 Issue (1): 115-121    DOI: 10.3724/zdxbyxb-2021-0380
数字技术     
基于微信小程序的代谢综合征智能健康管理平台的设计与开发
汤磊雯1,陈丹丹2,邵静2,张慧2,吴静洁2,叶志弘1,2,*()
1.浙江大学医学院附属邵逸夫医院护理部,浙江 杭州 310016
2.浙江大学医学院护理学研究所,浙江 杭州 310058
Design and development of a Wechat applet for intelligent health management of metabolic syndrome
TANG Leiwen1,CHEN Dandan2,SHAO Jing2,ZHANG Hui2,WU Jingjie2,YE Zhihong1,2,*()
1. Nursing Department, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou 310016, China;
2. Institute of Nursing Research, Zhejiang University School of Medicine, Hangzhou 310058, China
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摘要:

目的:设计与开发满足代谢综合征风险预测及健康管理需求的微信小程序。方法:依托智能手机与互联网技术,根据健康体检人群、代谢综合征患者以及医护人员的需求分析结果,以健康数据采集、健康风险预测、健康管理知识库融合及决策建模、数据隐私及安全为技术关键点,设计与开发基于微信小程序的智能健康管理平台。结果:平台包括体检者及患者端、医护人员端和系统管理者后台三个端口,具有代谢综合征风险预测、健康管理策略智能推荐、健康行为记录与督促提醒、专家咨询、健康知识推送等主要功能。结论:开发了可用于代谢综合征高危人群风险预测和患者健康管理的微信小程序,有助于提升该人群的健康管理意识和健康行为依从性,从而更精准、高效地实现健康促进的目标。

关键词: 代谢综合征微信小程序健康管理风险预测    
Abstract:

Objective: To design and develop a Wechat applet for intelligent health management of metabolic syndrome. Methods: Based on the needs and requirements of individuals undergoing health check-up, patients with metabolic syndrome and medical workers, a Wechat applet for metabolic syndrome management was designed and developed, which involving health data collection, health risk prediction, health management knowledge base fusion and intelligent recommendation, data privacy and security. Results: The platform consists of three user ports: individuals undergoing health check and patients with metabolic syndrome, the medical workers and the system administrators. The main functions of the platform included metabolic syndrome risk prediction, intelligent recommendation of health management strategies, health behavior record and supervision, experts’ consultation and health knowledge guide. Conclusion: The Wechat applet developed in this study can be used for metabolic syndrome risk prediction for general population, and health management for patients with metabolic syndrome, which helps them to enhance health management awareness and health behavior adherence.

Key words: Metabolic syndrome    Wechat applet    Health management    Risk forecasting
收稿日期: 2021-12-10 出版日期: 2022-05-17
CLC:  TP319  
基金资助: 浙江省医药卫生科技计划(WKJ-ZJ-1925)
通讯作者: 叶志弘     E-mail: yezh@zju.edu.cn
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引用本文:

汤磊雯,陈丹丹,邵静,张慧,吴静洁,叶志弘. 基于微信小程序的代谢综合征智能健康管理平台的设计与开发[J]. 浙江大学学报(医学版), 2022, 51(1): 115-121.

TANG Leiwen,CHEN Dandan,SHAO Jing,ZHANG Hui,WU Jingjie,YE Zhihong. Design and development of a Wechat applet for intelligent health management of metabolic syndrome. J Zhejiang Univ (Med Sci), 2022, 51(1): 115-121.

链接本文:

https://www.zjujournals.com/med/CN/10.3724/zdxbyxb-2021-0380        https://www.zjujournals.com/med/CN/Y2022/V51/I1/115

图 1  微信小程序的总体架构设计
1 LIW, SONGF, WANGX, et al.Prevalence of metabolic syndrome among middle-aged and elderly adults in China: current status and temporal trends[J]Ann Med, 2018, 50( 4): 345-353.
doi: 10.1080/07853890.2018.1464202
2 何宇纳, 赵文华, 赵丽云, 等. 2010—2012年中国10~17岁儿童青少年代谢综合征流行情况[J]. 中华预防医学杂志, 2017, 51(6): 513-518
HE Yuna, ZHAO Wenhua, ZHAO Liyun, et al. Prevalence of metabolic syndrome in Chinese adults in 2010—2012[J]. Chinese Journal of Preventive Medicine, 2017, 51(6): 513-518. (in Chinese)
3 KASTORINIC M, MILIONISH J, ESPOSITOK, et al.The effect of Mediterranean diet on metabolic syndrome and its components[J]J Am College Cardiol, 2011, 57( 11): 1299-1313.
doi: 10.1016/j.jacc.2010.09.073
4 VAN NAMENM, PRENDERGASTL, PEIRISC. Supervised lifestyle intervention for people with metabolic syndrome improves outcomes and reduces individual risk factors of metabolic syndrome: a systematic review and meta-analysis[J]Metabolism, 2019, 153988.
doi: 10.1016/j.metabol.2019.153988
5 PÉREZ-MARTÍNEZP, MIKHAILIDISD P, ATHYROSV G, et al.Lifestyle recommendations for the prevention and management of metabolic syndrome: an international panel recommendation[J]Nutr Rev, 2017, 75( 5): 307-326.
doi: 10.1093/nutrit/nux014
6 WUP, WANY, ZHUANGY, et al.WeChat-based vestibular rehabilitation for patients with chronic vestibular syndrome: protocol for a randomised controlled trial[J/OL]BMJ Open, 2021, 11( 3): e042637.
doi: 10.1136/bmjopen-2020-042637
7 顾东兴, 范晓盛, 曾 斐. 基于微信小程序的精准健康管理平台的设计与实现[J]. 中国卫生信息管理杂志, 2021, 18(3): 411-415
GU Dongxing, FAN Xiaosheng, ZENG Fei. Design and implementation of precise health management platform based on Wechat applet[J]. Chinese Journal of Health Informatics and Management, 2021, 18(3): 411-415. (in Chinese)
8 马妍妍, 叶志弘, 沈旭慧, 等. 代谢综合征患者自我管理知信行的质性研究[J]. 中国实用护理杂志, 2018, 34(26): 2021-2026
MA Yanyan, YE Zhihong, SHEN Xuhui, et al. A qualitative study of self-management knowledge and behavior in patients with metabolic syndrome[J]. Chinese Journal of Practical Nursing, 2018, 34(26): 2021-2026. (in Chinese)
9 吕晓燕, 夏京花, 曹英娟. 糖尿病移动医疗APP质量现状及其评价工具的研究进展[J]. 中国护理管理, 2019, 19(12): 1881-1886
LYU Xiaoyan, XIA Jinghua, CAO Yingjuan. Quality and assessment tools of mobile health APP for diabetes: a literature review[J]. Chinese Nursing Management, 2019, 19(12): 1881-1886. (in Chinese)
10 金晓婷, 肖 倩, 田梓蓉, 等. 智能健康管理软件鼻窦炎康复APP的适用性与使用粘性评价[J]. 中国护理管理, 2021, 21(4): 579-583
JIN Xiaoting, XIAO Qian, TIAN Zirong, et al. Applicability and adherence of a smartphone APP for patients with chronic rhinosinusitis[J]. Chinese Nursing Management, 2021, 21(4): 579-583. (in Chinese)
11 JIANGY, LIUF, GUOJ, et al.Evaluating an intervention program using WeChat for patients with chronic obstructive pulmonary disease: randomized controlled trial[J/OL]J Med Internet Res, 2020, 22( 4): e17089.
doi: 10.2196/17089
12 ZHANGH, CHEND, SHAOJ, et al.Development and internal validation of a prognostic model for 4-year risk of metabolic syndrome in adults: a retrospective cohort study[J]Diabetes Metab Syndr Obes, 2021, 2229-2237.
doi: 10.2147/DMSO.S288881
13 ZHANGH, CHEND, SHAOJ, et al.External validation of the prognostic prediction model for 4-year risk of metabolic syndrome in adults: a retrospective cohort study[J]Diabetes Metab Syndr Obes, 2021, 3027-3034.
doi: 10.2147/DMSO.S316950
14 赵君珂, 张振宇, 蔡开裕. 基于自然语言处理的医学实体识别与标签提取[J]. 计算机技术与发展, 2019, 29(9): 18-23
ZHAO Junke, ZHANG Zhenyu, CAI Kaiyu. Medical entity recognition and label extraction based on natural language processing[J]. Computer Technology and Development, 2019, 29(9): 18-23. (in Chinese)
15 JIMENEZG, LUME, CARJ. Examining diabetes management apps recommended from a Google search: content analysis[J/OL]JMIR Mhealth Uhealth, 2019, 7( 1): e11848.
doi: 10.2196/11848
16 MCKAYF H, CHENGC, WRIGHTA, et al.Evaluating mobile phone applications for health behaviour change: a systematic review[J]J Telemed Telecare, 2018, 24( 1): 22-30.
doi: 10.1177/1357633X16673538
17 陈阳阳, 上官小芳, 陈 元, 等. 癌痛患者对药物治疗管理手机应用程序需求情况的调查研究[J]. 中国医院药学杂志, 2019, 39(6): 636-640
CHEN Yangyang, SHANGGUAN Xiaofang, CHEN Yuan, et al. A survey of patients with cancer pain on their demand on mobile application program of medication management[J]. Chinese Journal of Hospital Pharmacy, 2019, 39(6): 636-640. (in Chinese)
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