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 :
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