基于Web的肺癌诊断模糊专家系统

Rodiah, Fitrianingsih, Herio Susanto, Emy Haryatmi
{"title":"基于Web的肺癌诊断模糊专家系统","authors":"Rodiah, Fitrianingsih, Herio Susanto, Emy Haryatmi","doi":"10.1109/ICSITECH.2016.7852623","DOIUrl":null,"url":null,"abstract":"Currently, cancer is a leading cause of death worldwide. One of the most common causes of cancer death are lung cancer. We implemented a lung cancer detection using Sugeno Fuzzy Logic method. We use PHP to construct a website based of an expert system and MySQL for our database collection. The source of our data used to build the expert system are collected from many literature studies related to medical books and interviews with the doctors or physicians to assemble 5 different variables that we use as input. The variables are anamnesis, doubling time, the degree of the smokers, age and performance status. The result of expert system's diagnoses produce three assumptions, (i) no tumor is indicated, (ii) tumor is indicated but benign and (iii) malignant tumors are indicated. The designs of this system are expected to help doctors and physicians to aid them in making a diagnosis of lung cancer.","PeriodicalId":447090,"journal":{"name":"2016 2nd International Conference on Science in Information Technology (ICSITech)","volume":"3 2","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":"{\"title\":\"Web based fuzzy expert system for lung cancer diagnosis\",\"authors\":\"Rodiah, Fitrianingsih, Herio Susanto, Emy Haryatmi\",\"doi\":\"10.1109/ICSITECH.2016.7852623\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Currently, cancer is a leading cause of death worldwide. One of the most common causes of cancer death are lung cancer. We implemented a lung cancer detection using Sugeno Fuzzy Logic method. We use PHP to construct a website based of an expert system and MySQL for our database collection. The source of our data used to build the expert system are collected from many literature studies related to medical books and interviews with the doctors or physicians to assemble 5 different variables that we use as input. The variables are anamnesis, doubling time, the degree of the smokers, age and performance status. The result of expert system's diagnoses produce three assumptions, (i) no tumor is indicated, (ii) tumor is indicated but benign and (iii) malignant tumors are indicated. The designs of this system are expected to help doctors and physicians to aid them in making a diagnosis of lung cancer.\",\"PeriodicalId\":447090,\"journal\":{\"name\":\"2016 2nd International Conference on Science in Information Technology (ICSITech)\",\"volume\":\"3 2\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"6\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 2nd International Conference on Science in Information Technology (ICSITech)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICSITECH.2016.7852623\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 2nd International Conference on Science in Information Technology (ICSITech)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICSITECH.2016.7852623","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6

摘要

目前,癌症是世界范围内死亡的主要原因。肺癌是导致癌症死亡的最常见原因之一。我们使用Sugeno模糊逻辑方法实现了肺癌的检测。我们使用PHP构建了一个基于专家系统的网站,MySQL作为我们的数据库集合。我们用于构建专家系统的数据来源是从许多与医学书籍相关的文献研究和对医生或医生的采访中收集的,我们使用5个不同的变量作为输入。变量包括记忆、翻倍时间、吸烟程度、年龄和运动状态。专家系统的诊断结果产生三个假设,(i)没有肿瘤指示,(ii)肿瘤指示但良性和(iii)肿瘤指示恶性。该系统的设计有望帮助医生和内科医生帮助他们诊断肺癌。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Web based fuzzy expert system for lung cancer diagnosis
Currently, cancer is a leading cause of death worldwide. One of the most common causes of cancer death are lung cancer. We implemented a lung cancer detection using Sugeno Fuzzy Logic method. We use PHP to construct a website based of an expert system and MySQL for our database collection. The source of our data used to build the expert system are collected from many literature studies related to medical books and interviews with the doctors or physicians to assemble 5 different variables that we use as input. The variables are anamnesis, doubling time, the degree of the smokers, age and performance status. The result of expert system's diagnoses produce three assumptions, (i) no tumor is indicated, (ii) tumor is indicated but benign and (iii) malignant tumors are indicated. The designs of this system are expected to help doctors and physicians to aid them in making a diagnosis of lung cancer.
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
期刊最新文献
Web based fuzzy expert system for lung cancer diagnosis An empirical evaluation of ERP values using RBV approach in Indonesia A survey on data-driven approaches in educational games Enhancing e-learning system to support learning style based personalization Certificate policy and Certification Practice Statement for root CA Indonesia
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1