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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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Detaylı Bibliyografya
Yayımlandı:Comput Math Methods Med
Asıl Yazarlar: Goli, Shahrbanoo, Mahjub, Hossein, Faradmal, Javad, Mashayekhi, Hoda, Soltanian, Ali-Reza
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Hindawi Publishing Corporation 2016
Konular:
Online Erişim: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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