Using Deep Learning to Mine the Key Factors of the Cost of AIDS Treatment
Liu, Dong1; Cao, Zhidong2; Li, Su1
2017
Conference NameInternational Conference, ICSH 2017
Source PublicationInternational Conference, ICSH 2017
Conference DateJune 26–27, 2017
Conference PlaceHong Kong, China
AbstractThe medical burden of AIDS is a significant public health problem.
However, it is affected by the multiple factors, among which there is yet some
vague cognition, and further exploration is necessary. Thus, the artificial neural
network (ANN) and restricted Boltzmann machine (RBM) be treated as the
infrastructure of deep neural networks (DNN), mainly based on the features of
demography, pathology and clinical manifestation of AIDS patient’s medical
records to mine the impact factors of AIDS cost. And the proposed model could
bring to light the previously uncharted latent knowledge and concepts. Based on
reliable healthcare delivery, to inhibit the number of hospital days, intensive care
and hospitalized frequency plus other sensitive factors, and avoid secondary
infection and exposure to allergic reactions can obviously reduce the AIDS cost.
Indexed ByEI
Document Type会议论文
Identifierhttp://ir.ia.ac.cn/handle/173211/20171
Collection复杂系统管理与控制国家重点实验室_互联网大数据与信息安全
Corresponding AuthorCao, Zhidong
Affiliation1.Beijing Key Laboratory of Big Data Technology on Food Safety, Beijing Technology and Business University
2.State Key Laboratory of Complex Systems Management and Control, Institute of Automation, Chinese Academy of Sciences
Recommended Citation
GB/T 7714
Liu, Dong,Cao, Zhidong,Li, Su. Using Deep Learning to Mine the Key Factors of the Cost of AIDS Treatment[C],2017.
Files in This Item: Download All
File Name/Size DocType Version Access License
Using Deep Learning (596KB)会议论文 开放获取CC BY-NC-SAView Download
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Liu, Dong]'s Articles
[Cao, Zhidong]'s Articles
[Li, Su]'s Articles
Baidu academic
Similar articles in Baidu academic
[Liu, Dong]'s Articles
[Cao, Zhidong]'s Articles
[Li, Su]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Liu, Dong]'s Articles
[Cao, Zhidong]'s Articles
[Li, Su]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: Using Deep Learning to Mine the Key Factors of the Cost of AIDS Treatment.pdf
Format: Adobe PDF
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.