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Sparse Representation for Tumor Classification Based on Feature Extraction Using Latent Low-Rank Representation

Accurate tumor classification is crucial to the proper treatment of cancer. To now, sparse representation (SR) has shown its great performance for tumor classification. This paper conceives a new SR-based method for tumor classification by using gene expression data. In the proposed method, we first...

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Main Authors: Gan, Bin, Zheng, Chun-Hou, Zhang, Jun, Wang, Hong-Qiang
Format: Artigo
Jezik:Inglês
Izdano: Hindawi Publishing Corporation 2014
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC3942202/
https://ncbi.nlm.nih.gov/pubmed/24678505
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2014/420856
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