Using Decision Tree to Analyze Patient of Aortic Aneurysm with Chronic Diseases in Clinical Application

Kuang-Yi Chou, C. Shih, H. Keh, Po-Yuan Yu, Yuan-Cheng Cheng, Nan-Ching Huang
{"title":"Using Decision Tree to Analyze Patient of Aortic Aneurysm with Chronic Diseases in Clinical Application","authors":"Kuang-Yi Chou, C. Shih, H. Keh, Po-Yuan Yu, Yuan-Cheng Cheng, Nan-Ching Huang","doi":"10.1109/NBiS.2013.65","DOIUrl":null,"url":null,"abstract":"Aortic aneurysm is caused by sclerosis of aortic wall. However, bad habits and chronic disease would be caused sclerosis of aortic wall. Therefore, bad habits and chronic diseases would possible affect aortic aneurysm, even after surgery. In this study, we used data mining to analyzed patient's history and lab data from pre-operation and post-operation to find the affect between aortic aneurysm and chronic disease. Then, we could be aimed difference of aortic aneurysm patient's chronic disease to let the patient to prevent or treat status early. Furthermore, it increased aortic aneurysm patient the effect of recovery after operator.","PeriodicalId":261268,"journal":{"name":"2013 16th International Conference on Network-Based Information Systems","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 16th International Conference on Network-Based Information Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NBiS.2013.65","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

Aortic aneurysm is caused by sclerosis of aortic wall. However, bad habits and chronic disease would be caused sclerosis of aortic wall. Therefore, bad habits and chronic diseases would possible affect aortic aneurysm, even after surgery. In this study, we used data mining to analyzed patient's history and lab data from pre-operation and post-operation to find the affect between aortic aneurysm and chronic disease. Then, we could be aimed difference of aortic aneurysm patient's chronic disease to let the patient to prevent or treat status early. Furthermore, it increased aortic aneurysm patient the effect of recovery after operator.
决策树在慢性疾病主动脉瘤患者分析中的临床应用
主动脉瘤是由主动脉壁硬化引起的。不良生活习惯及慢性病可引起主动脉壁硬化。因此,不良习惯和慢性疾病可能会影响主动脉瘤,甚至在手术后。在本研究中,我们采用数据挖掘的方法分析患者术前和术后的病史和实验室数据,以发现主动脉瘤与慢性疾病之间的关系。这样,我们就可以针对主动脉瘤患者慢性疾病的差异,让患者及早进行预防或治疗。进一步提高了主动脉瘤患者术后的康复效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
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:481959085
Book学术官方微信