DocumentCode
1639509
Title
Clinical trial simulation in Grid environments
Author
Kyriazis, Dimosthenis ; Menychtas, Andreas ; Dionysiou, Dimitra ; Stamatakos, Georgios ; Varvarigou, Theodora
Author_Institution
Dept. of Electr. & Comput. Eng., Nat. Tech. Univ. of Athens, Athens
fYear
2008
Firstpage
1
Lastpage
6
Abstract
A constantly increasing number of applications from various scientific sectors are finding their way towards adopting Grid technologies in order to take advantage of their capabilities: the advent of Grid environments made feasible the solution of computational intensive problems in a reliable and cost-effective way. The aim of this paper is to demonstrate how multilevel tumour growth and response to therapeutic treatment models can be used in order to simulate clinical trials, with the long-term intention of better designing clinical studies and understanding their outcome based on basic biological science. For this purpose, a computer simulation model of glioblastoma multiforme response to radiotherapy has been applied to perform the aforementioned simulation in a real Grid environment by also taking into account historical data. The proposed approach yields very good results for the conducted virtual trial since these are in agreement with the outcome of the real clinical study, while the use of Grid technologies demonstrate and highlight their added-value.
Keywords
grid computing; medical computing; radiation therapy; tumours; Grid environments; biological science; clinical trial simulation; glioblastoma multiforme response; multilevel tumour growth; radiotherapy; therapeutic treatment models; Biological information theory; Biological system modeling; Biology computing; Cancer; Clinical trials; Computational modeling; Computer simulation; Grid computing; Oncology; Tumors;
fLanguage
English
Publisher
ieee
Conference_Titel
BioInformatics and BioEngineering, 2008. BIBE 2008. 8th IEEE International Conference on
Conference_Location
Athens
Print_ISBN
978-1-4244-2844-1
Electronic_ISBN
978-1-4244-2845-8
Type
conf
DOI
10.1109/BIBE.2008.4696659
Filename
4696659
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