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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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Bibliografische gegevens
Gepubliceerd in:Comput Math Methods Med
Hoofdauteurs: Goli, Shahrbanoo, Mahjub, Hossein, Faradmal, Javad, Mashayekhi, Hoda, Soltanian, Ali-Reza
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Hindawi Publishing Corporation 2016
Onderwerpen:
Online toegang: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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