DocumentCode
1781848
Title
A Linked Data Based Decision Support System for Cancer Treatment
Author
Jingyuan Hu ; Hongming Cai ; Boyi Xu ; Cheng Xie
Author_Institution
Sch. of Software, Shanghai Jiao Tong Univ., Shanghai, China
fYear
2014
fDate
2-3 Aug. 2014
Firstpage
39
Lastpage
44
Abstract
Cancer treatment is a complex process that needs experienced doctors and solid medical knowledge. Different cancer treatment methods work for different patient characteristics. Sometimes it is hard for doctors to specify the treatment for certain patient because it is difficult to get useful information to support treatment decision making from diverse clinic data source. In order to improve the effectiveness of information searching from complicated data environment for cancer therapy, we propose a linked data based system for cancer treatment methods selecting to help doctors in the process of cancer treatment. This system incorporates hospital inner data and open data in life science field combined with Linked Data model. On this basis, a cancer treatment selection algorithm is proposed to find similar cases from historical cases. Finally, a protocol system is implemented to show the usability of our method in the applications for intelligent medical supporting.
Keywords
cancer; data handling; decision support systems; hospitals; medical administrative data processing; medical computing; patient treatment; cancer therapy; cancer treatment selection algorithm; hospital inner data; hospital open data; intelligent medical support; linked data based decision support system; linked data model; Cancer; Classification tree analysis; Diseases; Drugs; History; Hospitals; cancer treatment; data integration; decision support system; linked data; semantic web;
fLanguage
English
Publisher
ieee
Conference_Titel
Enterprise Systems Conference (ES), 2014
Conference_Location
Shanghai
Print_ISBN
978-1-4799-5553-4
Type
conf
DOI
10.1109/ES.2014.15
Filename
6997016
Link To Document