一个基于网络的系统,用于前瞻性和观察性临床研究中的患者登记和匹配

H. Cai, J. Xia, F. Yi
{"title":"一个基于网络的系统,用于前瞻性和观察性临床研究中的患者登记和匹配","authors":"H. Cai, J. Xia, F. Yi","doi":"10.1109/ITIME.2011.6130825","DOIUrl":null,"url":null,"abstract":"According to the principle of clinical trial design, treatment and control group should be comparable. In an ongoing prospective observational study to evaluate the effect of CRT (Cardiac resynchronization therapy) for heart failure patients, it is desired that two groups of patients (CRT treatment group and Non-CRT treatment group) were matched into pairs when being registered, and only matched patients were followed up so as to reduce the overall costs. We developed a registering and matching system to meet this requirement. Heart Failure Patients' data were collected from 44 centers by an internet-based system prospectively. 11 potential confounding variables, ranked from 2 to 3 levels, were included in this study. 5 variables were matched absolutely, while 6 others were matched by an “unbalance score”. Patients from each group respectively with the minimum difference were matched within a pre-defined threshold. The matching was done automatically by database system at every night. Unmatched patients who had been registered over 4 weeks were no longer eligible for matching. After 28 months, 478 patients were registered and 206 were matched. After matching, the balance of the covariates between two groups was improved. Alternatives of matching methods are also discussed.","PeriodicalId":170838,"journal":{"name":"2011 IEEE International Symposium on IT in Medicine and Education","volume":"141 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A web-based system for patient registering and matching in a prospective and observational clinical study\",\"authors\":\"H. Cai, J. Xia, F. Yi\",\"doi\":\"10.1109/ITIME.2011.6130825\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"According to the principle of clinical trial design, treatment and control group should be comparable. In an ongoing prospective observational study to evaluate the effect of CRT (Cardiac resynchronization therapy) for heart failure patients, it is desired that two groups of patients (CRT treatment group and Non-CRT treatment group) were matched into pairs when being registered, and only matched patients were followed up so as to reduce the overall costs. We developed a registering and matching system to meet this requirement. Heart Failure Patients' data were collected from 44 centers by an internet-based system prospectively. 11 potential confounding variables, ranked from 2 to 3 levels, were included in this study. 5 variables were matched absolutely, while 6 others were matched by an “unbalance score”. Patients from each group respectively with the minimum difference were matched within a pre-defined threshold. The matching was done automatically by database system at every night. Unmatched patients who had been registered over 4 weeks were no longer eligible for matching. After 28 months, 478 patients were registered and 206 were matched. After matching, the balance of the covariates between two groups was improved. Alternatives of matching methods are also discussed.\",\"PeriodicalId\":170838,\"journal\":{\"name\":\"2011 IEEE International Symposium on IT in Medicine and Education\",\"volume\":\"141 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2011-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2011 IEEE International Symposium on IT in Medicine and Education\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ITIME.2011.6130825\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 IEEE International Symposium on IT in Medicine and Education","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ITIME.2011.6130825","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

根据临床试验设计原则,治疗组与对照组应具有可比性。目前正在进行的一项评估心脏再同步化治疗(Cardiac resynchronization therapy, CRT)对心力衰竭患者疗效的前瞻性观察研究中,希望在登记时将两组患者(CRT治疗组和非CRT治疗组)配对,并仅对配对的患者进行随访,以降低总体成本。为了满足这一要求,我们开发了一个注册和匹配系统。通过基于互联网的系统前瞻性地收集了44个中心的心力衰竭患者数据。本研究共纳入11个潜在混杂变量,按2 ~ 3个水平排序。5个变量是绝对匹配的,另外6个变量是“不平衡分数”匹配的。在预先设定的阈值内,分别对两组患者进行最小差异匹配。数据库系统每天晚上自动进行匹配。注册超过4周的未匹配患者不再符合匹配条件。28个月后,478名患者登记,206名患者配对。匹配后,两组间协变量的平衡性得到改善。还讨论了匹配方法的备选方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A web-based system for patient registering and matching in a prospective and observational clinical study
According to the principle of clinical trial design, treatment and control group should be comparable. In an ongoing prospective observational study to evaluate the effect of CRT (Cardiac resynchronization therapy) for heart failure patients, it is desired that two groups of patients (CRT treatment group and Non-CRT treatment group) were matched into pairs when being registered, and only matched patients were followed up so as to reduce the overall costs. We developed a registering and matching system to meet this requirement. Heart Failure Patients' data were collected from 44 centers by an internet-based system prospectively. 11 potential confounding variables, ranked from 2 to 3 levels, were included in this study. 5 variables were matched absolutely, while 6 others were matched by an “unbalance score”. Patients from each group respectively with the minimum difference were matched within a pre-defined threshold. The matching was done automatically by database system at every night. Unmatched patients who had been registered over 4 weeks were no longer eligible for matching. After 28 months, 478 patients were registered and 206 were matched. After matching, the balance of the covariates between two groups was improved. Alternatives of matching methods are also discussed.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信