Lung Cancer Detection Using CT Scan with Artificial Neural Netwok

Loveneet Kaur, Manmohan Sharma, Rajan Dharwal, A. Bakshi
{"title":"Lung Cancer Detection Using CT Scan with Artificial Neural Netwok","authors":"Loveneet Kaur, Manmohan Sharma, Rajan Dharwal, A. Bakshi","doi":"10.1109/ICRIEECE44171.2018.9009244","DOIUrl":null,"url":null,"abstract":"Lung cancer is one of the most common disease in India. Reason behind this disease is unawareness among people and symptoms of disease are only recognized in their posterior stages. In this study, a lung cancer detection technique using Artificial Neural Networks has been investigated. Followed by image enhancement techniques, ANN has been used for classification of lung cancer stages. Lung cancer CT images have been taken from a private hospital. Accuracy of 93.3% has been achieved which is efficient enough as compared to existing systems. In Future, Ant colony optimization can be used with ANN for better results.","PeriodicalId":393891,"journal":{"name":"2018 International Conference on Recent Innovations in Electrical, Electronics & Communication Engineering (ICRIEECE)","volume":"97 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 International Conference on Recent Innovations in Electrical, Electronics & Communication Engineering (ICRIEECE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICRIEECE44171.2018.9009244","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7

Abstract

Lung cancer is one of the most common disease in India. Reason behind this disease is unawareness among people and symptoms of disease are only recognized in their posterior stages. In this study, a lung cancer detection technique using Artificial Neural Networks has been investigated. Followed by image enhancement techniques, ANN has been used for classification of lung cancer stages. Lung cancer CT images have been taken from a private hospital. Accuracy of 93.3% has been achieved which is efficient enough as compared to existing systems. In Future, Ant colony optimization can be used with ANN for better results.
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
基于人工神经网络的肺癌CT扫描检测
肺癌是印度最常见的疾病之一。这种疾病背后的原因是人们没有意识到,疾病的症状只有在他们的后期才被认识到。本文研究了一种基于人工神经网络的肺癌检测技术。其次是图像增强技术,人工神经网络已被用于肺癌分期的分类。肺癌CT图像取自一家私立医院。准确度达到93.3%,与现有系统相比已经足够高效。在未来,蚁群优化可以与人工神经网络结合使用,以获得更好的结果。
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 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Ranked Rule Based Approach for Sentiment Analysis Design of Evaluation Board for Image Processing ASIC and VHDL Implementation of FPGA Interface Design and Development of IoT based System for Retrieval of Agrometeorological Parameters An Advance Tree Adaptive Data Classification for the Diabetes Disease Prediction Dual-Frequency GPS Derived Precipitable Water Vapor and Comparison with ERA-Interim Reanalysis Data Over Indian stations
×
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