DocumentCode
3434581
Title
Comparison of microarray-based predictive systems for early recurrence of cancer
Author
Miyamoto, Takanobu ; Uchimura, Shunji ; Hamamoto, Yoshihiko ; Iizuka, Norio ; Oka, Masaki
Author_Institution
Fac. of Eng., Yamaguchi Univ., Japan
Volume
2
fYear
2004
fDate
23-26 Aug. 2004
Firstpage
347
Abstract
In our previous study, we successfully developed a novel predictive system with microarray data in order to predict early intrahepatic recurrence of hepatocellular carcinoma after curative resection. We compare our system with other systems in terms of the predictive performance. From experimental results, our system was superior to other systems. This success comes from our gene selection procedure that can cope with the sample variability.
Keywords
cancer; molecular biophysics; pattern recognition; prediction theory; cancer; curative resection; early intrahepatic recurrence; hepatocellular carcinoma; microarray predictive system; Cancer; DNA; Design methodology; Hospitals; Medical diagnostic imaging; Medical treatment; Monitoring; Oncological surgery; Pathology; Pattern recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
ISSN
1051-4651
Print_ISBN
0-7695-2128-2
Type
conf
DOI
10.1109/ICPR.2004.1334214
Filename
1334214
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