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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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Comput Math Methods Med
Prif Awduron: Goli, Shahrbanoo, Mahjub, Hossein, Faradmal, Javad, Mashayekhi, Hoda, Soltanian, Ali-Reza
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Hindawi Publishing Corporation 2016
Pynciau:
Mynediad Ar-lein: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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