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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Vydáno v:Comput Math Methods Med
Hlavní autoři: Goli, Shahrbanoo, Mahjub, Hossein, Faradmal, Javad, Mashayekhi, Hoda, Soltanian, Ali-Reza
Médium: Artigo
Jazyk:Inglês
Vydáno: Hindawi Publishing Corporation 2016
Témata:
Research Article
On-line přístup: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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