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Diagnosis of multiple cancer types by shrunken centroids of gene expression

We have devised an approach to cancer class prediction from gene expression profiling, based on an enhancement of the simple nearest prototype (centroid) classifier. We shrink the prototypes and hence obtain a classifier that is often more accurate than competing methods. Our method of “nearest shru...

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Bibliografski detalji
Glavni autori: Tibshirani, Robert, Hastie, Trevor, Narasimhan, Balasubramanian, Chu, Gilbert
Format: Artigo
Jezik:Inglês
Izdano: The National Academy of Sciences 2002
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC124443/
https://ncbi.nlm.nih.gov/pubmed/12011421
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.082099299
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