结肠疾病诊断推荐系统

A. Kasperczuk, A. Dardzinska, J. Daniluk
{"title":"结肠疾病诊断推荐系统","authors":"A. Kasperczuk, A. Dardzinska, J. Daniluk","doi":"10.1109/BIOMDLORE.2018.8467213","DOIUrl":null,"url":null,"abstract":"Nowadays, the Internet and information systems become an integral part of everyday life. The trend of using advanced recommendation systems is still growing in various areas, also in medicine. One of the diseases where diagnosis is a big problem for specialists is colon disease. The course of the disease strongly resembles other diseases in the large intestine, so it became extremely important to help doctors and find symptoms that would clearly indicate the colon disease, excluding others. Such a system would reduce the time of diagnosis and treatment of patients. The work focuses on building a regression model that will form the basis for the construction of classifying rules. In the future, based on the acquired knowledge, a recommendation system will be built.","PeriodicalId":151729,"journal":{"name":"2018 International Conference BIOMDLORE","volume":"390 2","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Recommender System for Diagnosis of Colon Diseases\",\"authors\":\"A. Kasperczuk, A. Dardzinska, J. Daniluk\",\"doi\":\"10.1109/BIOMDLORE.2018.8467213\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Nowadays, the Internet and information systems become an integral part of everyday life. The trend of using advanced recommendation systems is still growing in various areas, also in medicine. One of the diseases where diagnosis is a big problem for specialists is colon disease. The course of the disease strongly resembles other diseases in the large intestine, so it became extremely important to help doctors and find symptoms that would clearly indicate the colon disease, excluding others. Such a system would reduce the time of diagnosis and treatment of patients. The work focuses on building a regression model that will form the basis for the construction of classifying rules. In the future, based on the acquired knowledge, a recommendation system will be built.\",\"PeriodicalId\":151729,\"journal\":{\"name\":\"2018 International Conference BIOMDLORE\",\"volume\":\"390 2\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 International Conference BIOMDLORE\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/BIOMDLORE.2018.8467213\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 International Conference BIOMDLORE","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/BIOMDLORE.2018.8467213","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

如今,互联网和信息系统已成为人们日常生活中不可或缺的一部分。使用高级推荐系统的趋势在各个领域仍在增长,在医学领域也是如此。其中一种疾病的诊断对专家来说是一个大问题是结肠疾病。这种疾病的病程与大肠中的其他疾病非常相似,因此帮助医生找到能够明确指示结肠疾病的症状,排除其他疾病变得极其重要。这样的系统将减少患者的诊断和治疗时间。这项工作的重点是建立一个回归模型,该模型将成为构建分类规则的基础。在未来,基于所获得的知识,将构建一个推荐系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Recommender System for Diagnosis of Colon Diseases
Nowadays, the Internet and information systems become an integral part of everyday life. The trend of using advanced recommendation systems is still growing in various areas, also in medicine. One of the diseases where diagnosis is a big problem for specialists is colon disease. The course of the disease strongly resembles other diseases in the large intestine, so it became extremely important to help doctors and find symptoms that would clearly indicate the colon disease, excluding others. Such a system would reduce the time of diagnosis and treatment of patients. The work focuses on building a regression model that will form the basis for the construction of classifying rules. In the future, based on the acquired knowledge, a recommendation system will be built.
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