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Survival Prediction and Feature Selection in Patients with Breast Cancer Using Support Vector Regression

The Support Vector Regression (SVR) model has been broadly used for response prediction. However, few researchers have used SVR for survival analysis. In this study, a new SVR model is proposed and SVR with different kernels and the traditional Cox model are trained. The models are compared based on...

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Foilsithe in:Comput Math Methods Med
Main Authors: Goli, Shahrbanoo, Mahjub, Hossein, Faradmal, Javad, Mashayekhi, Hoda, Soltanian, Ali-Reza
Formáid: Artigo
Teanga:Inglês
Foilsithe: Hindawi Publishing Corporation 2016
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC5108874/
https://ncbi.nlm.nih.gov/pubmed/27882074
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2016/2157984
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