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Semi-supervised learning improves gene expression-based prediction of cancer recurrence

Motivation: Gene expression profiling has shown great potential in outcome prediction for different types of cancers. Nevertheless, small sample size remains a bottleneck in obtaining robust and accurate classifiers. Traditional supervised learning techniques can only work with labeled data. Consequ...

पूर्ण विवरण

में बचाया:
ग्रंथसूची विवरण
मुख्य लेखकों: Shi, Mingguang, Zhang, Bing
स्वरूप: Artigo
भाषा:Inglês
प्रकाशित: Oxford University Press 2011
विषय:
ऑनलाइन पहुंच:https://ncbi.nlm.nih.gov/pmc/articles/PMC3198572/
https://ncbi.nlm.nih.gov/pubmed/21893520
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btr502
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