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本文引用的文献

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Long-term mortality after screening for colorectal cancer.结直肠癌筛查后的长期死亡率。
N Engl J Med. 2013 Sep 19;369(12):1106-14. doi: 10.1056/NEJMoa1300720.
2
Algorithm to determine the outcome of patients with acute liver failure: a data-mining analysis using decision trees.用于确定急性肝衰竭患者预后的算法:基于决策树的数据挖掘分析。
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Sex-specific prevalence of adenomas, advanced adenomas, and colorectal cancer in individuals undergoing screening colonoscopy.在接受筛查性结肠镜检查的个体中,腺瘤、高级别腺瘤和结直肠癌的性别特异性患病率。
JAMA. 2011 Sep 28;306(12):1352-8. doi: 10.1001/jama.2011.1362.
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How smartphones are changing the face of mobile and participatory healthcare: an overview, with example from eCAALYX.智能手机如何改变移动和参与式医疗保健的面貌:概述,以 eCAALYX 为例。
Biomed Eng Online. 2011 Apr 5;10:24. doi: 10.1186/1475-925X-10-24.
5
Stepwise relationship between components of metabolic syndrome and risk of colorectal adenoma in a Taiwanese population receiving screening colonoscopy.台湾地区接受筛查性结肠镜检查人群中代谢综合征组分与结直肠腺瘤风险的逐步关联。
J Formos Med Assoc. 2011 Feb;110(2):100-8. doi: 10.1016/S0929-6646(11)60016-8.
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The effectiveness of M-health technologies for improving health and health services: a systematic review protocol.移动健康技术在改善健康状况和健康服务方面的有效性:一项系统评价方案
BMC Res Notes. 2010 Oct 6;3:250. doi: 10.1186/1756-0500-3-250.
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From mobile phones to personal wellness dashboards.从手机到个人健康仪表盘。
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Pretreatment prediction of response to peginterferon plus ribavirin therapy in genotype 1 chronic hepatitis C using data mining analysis.应用数据挖掘分析预测基因 1 型慢性丙型肝炎患者对聚乙二醇干扰素联合利巴韦林治疗的应答。
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9
Central obesity and atherogenic dyslipidemia in metabolic syndrome are associated with increased risk for colorectal adenoma in a Chinese population.中心型肥胖和代谢综合征的致动脉粥样硬化性血脂异常与中国人群结直肠腺瘤风险增加相关。
BMC Gastroenterol. 2010 May 27;10:51. doi: 10.1186/1471-230X-10-51.
10
E-health technologies show promise in developing countries.电子健康技术在发展中国家展现出了前景。
Health Aff (Millwood). 2010 Feb;29(2):244-51. doi: 10.1377/hlthaff.2009.0894.

在安卓智能手机上开发结直肠癌筛查服务。

Developing screening services for colorectal cancer on Android smartphones.

作者信息

Wu Hui-Ching, Chang Chiao-Jung, Lin Chun-Che, Tsai Ming-Chang, Chang Che-Chia, Tseng Ming-Hseng

机构信息

1 School of Medical Sociology and Social Work, Chung-Shan Medical University , Taiwan, Republic of China .

出版信息

Telemed J E Health. 2014 Aug;20(8):687-95. doi: 10.1089/tmj.2013.0288. Epub 2014 May 21.

DOI:10.1089/tmj.2013.0288
PMID:24848873
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC4106382/
Abstract

INTRODUCTION

Colorectal cancer (CRC) is an important health problem in Western countries and also in Asia. It is the third leading cause of cancer deaths in both men and women in Taiwan. According to the well-known adenoma-to-carcinoma sequence, the majority of CRC develops from colorectal adenomatous polyps. This concept provides the rationale for screening and prevention of CRC. Removal of colorectal adenoma could reduce the mortality and incidence of CRC. Mobile phones are now playing an ever more crucial role in people's daily lives. The latest generation of smartphones is increasingly viewed as hand-held computers rather than as phones, because of their powerful on-board computing capability, capacious memories, large screens, and open operating systems that encourage development of applications (apps).

SUBJECTS AND METHODS

If we can detect the potential CRC patients early and offer them appropriate treatments and services, this would not only promote the quality of life, but also reduce the possible serious complications and medical costs. In this study, an intelligent CRC screening app on Android™ (Google™, Mountain View, CA) smartphones has been developed based on a data mining approach using decision tree algorithms. For comparison, the stepwise backward multivariate logistic regression model and the fecal occult blood test were also used.

RESULTS

Compared with the stepwise backward multivariate logistic regression model and the fecal occult blood test, the proposed app system not only provides an easy and efficient way to quickly detect high-risk groups of potential CRC patients, but also brings more information about CRC to customer-oriented services.

CONCLUSIONS

We developed and implemented an app system on Android platforms for ubiquitous healthcare services for CRC screening. It can assist people in achieving early screening, diagnosis, and treatment purposes, prevent the occurrence of complications, and thus reach the goal of preventive medicine.

摘要

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