• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利：CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法，用中文像聊天一样搜索，搜遍4000万医学文献。AI智能推荐，让科研检索更轻松。

立即免费搜索

文件翻译

保留排版，准确专业，支持PDF/Word/PPT等文件格式，支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述，25分钟生成高质量综述，智能提取关键信息，辅助科研写作。

立即免费体验

一种基于专家系统的新型艾滋病/艾滋病毒智能医学咨询系统。

A novel AIDS/HIV intelligent medical consulting system based on expert systems.

作者信息

Ebrahimi Alireza Pour, Toloui Ashlaghi Abbas, Mahdavy Rad Maryam

机构信息

Department of Information Technology Management, Islamic Azad University, Electronic Campus, Tehran, Iran.

出版信息

J Educ Health Promot. 2013 Sep 30;2:54. doi: 10.4103/2277-9531.119041. eCollection 2013.

DOI:10.4103/2277-9531.119041
PMID:24251290
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3826025/
Abstract

BACKGROUND

The purpose of this paper is to propose a novel intelligent model for AIDS/HIV data based on expert system and using it for developing an intelligent medical consulting system for AIDS/HIV.

MATERIALS AND METHODS

In this descriptive research, 752 frequently asked questions (FAQs) about AIDS/HIV are gathered from numerous websites about this disease. To perform the data mining and extracting the intelligent model, the 6 stages of Crisp method has been completed for FAQs. The 6 stages include: Business understanding, data understanding, data preparation, modelling, evaluation and deployment. C5.0 Tree classification algorithm is used for modelling. Also, rational unified process (RUP) is used to develop the web-based medical consulting software. Stages of RUP are as follows: Inception, elaboration, construction and transition. The intelligent developed model has been used in the infrastructure of the software and based on client's inquiry and keywords related FAQs are displayed to the client, according to the rank. FAQs' ranks are gradually determined considering clients reading it. Based on displayed FAQs, test and entertainment links are also displayed.

RESULT

The accuracy of the AIDS/HIV intelligent web-based medical consulting system is estimated to be 78.76%.

CONCLUSION

AIDS/HIV medical consulting systems have been developed using intelligent infrastructure. Being equipped with an intelligent model, providing consulting services on systematic textual data and providing side services based on client's activities causes the implemented system to be unique. The research has been approved by Iranian Ministry of Health and Medical Education for being practical.

摘要

背景

本文旨在提出一种基于专家系统的新型艾滋病/艾滋病毒数据智能模型，并将其用于开发艾滋病/艾滋病毒智能医疗咨询系统。

材料与方法

在这项描述性研究中，从众多关于该疾病的网站收集了752个关于艾滋病/艾滋病毒的常见问题（FAQ）。为了进行数据挖掘并提取智能模型，针对常见问题完成了Crisp方法的6个阶段。这6个阶段包括：业务理解、数据理解、数据准备、建模、评估和部署。使用C5.0树分类算法进行建模。此外，采用理性统一过程（RUP）来开发基于网络的医疗咨询软件。RUP的阶段如下：初始阶段、细化阶段、构建阶段和移交阶段。所开发的智能模型已应用于软件架构中，根据客户的查询，与关键词相关的常见问题会按排名显示给客户。常见问题的排名会根据客户阅读情况逐步确定。基于所显示的常见问题，还会显示测试和娱乐链接。

结果

艾滋病/艾滋病毒基于网络的智能医疗咨询系统的准确率估计为78.76%。

结论

已使用智能架构开发了艾滋病/艾滋病毒医疗咨询系统。配备智能模型、基于系统文本数据提供咨询服务以及基于客户活动提供辅助服务，使得所实施的系统独具特色。该研究已获伊朗卫生和医学教育部批准，具有实用性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7f14/3826025/1c97c22c9085/JEHP-2-54-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7f14/3826025/4f6bd11908fd/JEHP-2-54-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7f14/3826025/87ca414e2aee/JEHP-2-54-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7f14/3826025/36e20ae3e1a4/JEHP-2-54-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7f14/3826025/807ec57fbb36/JEHP-2-54-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7f14/3826025/1c97c22c9085/JEHP-2-54-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7f14/3826025/4f6bd11908fd/JEHP-2-54-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7f14/3826025/87ca414e2aee/JEHP-2-54-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7f14/3826025/36e20ae3e1a4/JEHP-2-54-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7f14/3826025/807ec57fbb36/JEHP-2-54-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7f14/3826025/1c97c22c9085/JEHP-2-54-g008.jpg

相似文献

1
A novel AIDS/HIV intelligent medical consulting system based on expert systems.一种基于专家系统的新型艾滋病/艾滋病毒智能医学咨询系统。
J Educ Health Promot. 2013 Sep 30;2:54. doi: 10.4103/2277-9531.119041. eCollection 2013.
2
Construction and Model Realization of Financial Intelligence System Based on Multisource Information Feature Mining.基于多源信息特征挖掘的金融智能系统构建与模型实现。
Comput Intell Neurosci. 2022 Jul 4;2022:9363023. doi: 10.1155/2022/9363023. eCollection 2022.
3
Tuberculosis结核病
4
Towards a Mobile Intelligent Information System with Application to HIV/AIDS.迈向应用于艾滋病毒/艾滋病的移动智能信息系统。
Stud Health Technol Inform. 2005;114:30-5.
5
Agent-Based Semantic Role Mining for Intelligent Access Control in Multi-Domain Collaborative Applications of Smart Cities.基于代理的语义角色挖掘在智慧城市多域协作应用中的智能访问控制。
Sensors (Basel). 2021 Jun 22;21(13):4253. doi: 10.3390/s21134253.
6
Perceptions of the use of intelligent information access systems in university level active learning activities among teachers of biomedical subjects.生物医学学科教师对大学层次主动学习活动中智能信息获取系统使用的看法。
Int J Med Inform. 2018 Apr;112:21-33. doi: 10.1016/j.ijmedinf.2017.12.016. Epub 2017 Dec 23.
7
Methodology for linking Ryan White HIV/AIDS Program Services Report (RSR) client level data over multiple years.链接多年 Ryan White HIV/AIDS 计划服务报告 (RSR) 客户端级数据的方法。
PLoS One. 2020 Aug 21;15(8):e0237635. doi: 10.1371/journal.pone.0237635. eCollection 2020.
8
Voluntary HIV counseling and testing: experience among the sexually active population in Bangui, Central African Republic.自愿性艾滋病病毒咨询与检测：中非共和国班吉性活跃人群中的经验
J Acquir Immune Defic Syndr. 2002 Sep 1;31(1):106-14. doi: 10.1097/00126334-200209010-00014.
9
Impact of on-site social work services on the documentation of client and family-centered information: the experience of Ryan White CARE Act (Title IV) pediatric program sites in Maryland.现场社会工作服务对以客户和家庭为中心的信息记录的影响：马里兰州瑞安·怀特艾滋病紧急救援计划（第四章）儿科项目点的经验
Pediatr AIDS HIV Infect. 1996 Oct;7(5):337-45.
10
Medical Student Consulting: Providing Students Leadership and Business Opportunities While Positively Impacting the Community.医学生咨询：为学生提供领导力和商业机会，同时对社区产生积极影响。
MedEdPORTAL. 2019 Oct 18;15:10838. doi: 10.15766/mep_2374-8265.10838.

引用本文的文献

1
Applications of laboratory findings in the prevention, diagnosis, treatment, and monitoring of COVID-19.实验室检测结果在 COVID-19 的预防、诊断、治疗和监测中的应用。
Signal Transduct Target Ther. 2021 Aug 25;6(1):316. doi: 10.1038/s41392-021-00731-z.
2
MAVSCOT: A fuzzy logic-based HIV diagnostic system with indigenous multi-lingual interfaces for rural Africa.MAVSCOT：一个基于模糊逻辑的 HIV 诊断系统，具有适用于非洲农村地区的本土多语言界面。
PLoS One. 2020 Nov 6;15(11):e0241864. doi: 10.1371/journal.pone.0241864. eCollection 2020.

本文引用的文献

1
Second Generation of HIV Surveillance System: A Pattern for Iran.第二代艾滋病病毒监测系统：伊朗模式
Iran Red Crescent Med J. 2012 May;14(5):309-12. Epub 2012 May 30.
2
CRISP: an introduction.CRISP：简介。
Md Med. 2010 Summer;11(3):20-1.
3
Direct evidence of extensive diversity of HIV-1 in Kinshasa by 1960.1960年时，金沙萨存在广泛多样的HIV-1的直接证据。
Nature. 2008 Oct 2;455(7213):661-4. doi: 10.1038/nature07390.
4
Methods for mining HTS data.挖掘高通量筛选数据的方法。
Drug Discov Today. 2006 Aug;11(15-16):694-9. doi: 10.1016/j.drudis.2006.06.006.
5
A web-based self-monitoring system for people living with HIV/AIDS.一个针对艾滋病毒/艾滋病感染者的基于网络的自我监测系统。
Comput Methods Programs Biomed. 2002 Jul;69(1):75-86. doi: 10.1016/s0169-2607(01)00182-1.
6
XBONE: a hybrid expert system for supporting diagnosis of bone diseases.
Stud Health Technol Inform. 1997;43 Pt A:295-9.
7
Priming intelligent split menus with text corpora for computerized patient record data-entry.利用文本语料库为计算机化患者记录数据录入设置智能拆分菜单。
Int J Biomed Comput. 1995 May;39(2):263-73. doi: 10.1016/0020-7101(95)01108-q.
8
PUFF: an expert system for interpretation of pulmonary function data.PUFF：一个用于解读肺功能数据的专家系统。
Comput Biomed Res. 1983 Jun;16(3):199-208. doi: 10.1016/0010-4809(83)90021-6.