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Classification of unknown primary tumors with a data-driven method based on a large microarray reference database

We present a new method to analyze cancer of unknown primary origin (CUP) samples. Our method achieves good results with classification accuracy (88% leave-one-out cross validation for primary tumors from 56 categories, 78% for CUP samples), and can also be used to study CUP samples on a gene-by-gen...

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Bibliografski detalji
Glavni autori: Ojala, Kalle A, Kilpinen, Sami K, Kallioniemi, Olli P
Format: Artigo
Jezik:Inglês
Izdano: BioMed Central 2011
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC3239238/
https://ncbi.nlm.nih.gov/pubmed/21955394
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/gm279
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