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Using genetic programming to classify node positive patients in bladder cancer

Authors :
Ram H. Datar
Arpit A. Almal
Richard J. Cote
Anirban P. Mitra
Peter F. Lenehan
William P. Worzel
David W. Fry
Source :
GECCO
Publication Year :
2006
Publisher :
ACM, 2006.

Abstract

Nodal staging has been identified as an independent indicator of prognosis. Quantitative RT-PCR data was taken for 70 genes associated with bladder cancer and genetic programming was used to develop classification rules associated with nodal stages of bladder cancer. This study suggests involvement of several key genes for discriminating between samples with and without nodal metastasis.

Details

Database :
OpenAIRE
Journal :
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Accession number :
edsair.doi...........cb26da1b95b091e9e711f312f286ca94
Full Text :
https://doi.org/10.1145/1143997.1144040