DocumentCode :
472150
Title :
Prototyping Virtual Cancer Therapist (VCT): A Software Engineering Approach
Author :
Liu, S. ; Gaudiot, J.L. ; Cristini, V.
Author_Institution :
Henry Samueli Sch. of Eng., California Univ., Irvine, CA
fYear :
2006
fDate :
Aug. 30 2006-Sept. 3 2006
Firstpage :
5424
Lastpage :
5427
Abstract :
This paper proposes the virtual cancer therapist (VCT), a scalable and robust cancer expert system that makes cancer diagnosis, recommends therapy plans, and simulates therapy plans in silico. This system consists of an evaluation core that makes prognosis and chemotherapy simulations, a biomedical database that supports therapy planning, and an optimizer module that makes cancer diagnosis and produces queries for the optimal therapy plans. With the support of its patient record database and simulation core, VCT can also be used to establish an in silico drug discovery standard that dramatically reduces the drug discovery timeline and cost. The prototype of VCT presented in this paper has not only demonstrated the capability of VCT but also identified problems that need to be addressed in the next cycle of development
Keywords :
cancer; database management systems; drugs; medical diagnostic computing; medical expert systems; medical information systems; patient treatment; software prototyping; tumours; virtual prototyping; biomedical database; cancer diagnosis; chemotherapy simulations; in silico drug discovery standard; optimizer module; patient record database; prognosis; robust cancer expert system; software prototyping; therapy planning; virtual cancer therapist; Cancer; Databases; Diagnostic expert systems; Drugs; Medical expert systems; Medical treatment; Robustness; Software engineering; Software prototyping; Virtual prototyping;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
Conference_Location :
New York, NY
ISSN :
1557-170X
Print_ISBN :
1-4244-0032-5
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2006.259230
Filename :
4463031
Link To Document :
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