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
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;
Conference_Titel :
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
Print_ISBN :
0-7695-2128-2
DOI :
10.1109/ICPR.2004.1334214
