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Tumor classification and marker gene prediction by feature selection and fuzzy c-means clustering using microarray data
BACKGROUND: Using DNA microarrays, we have developed two novel models for tumor classification and target gene prediction. First, gene expression profiles are summarized by optimally selected Self-Organizing Maps (SOMs), followed by tumor sample classification by Fuzzy C-means clustering. Then, the...
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| Main Authors: | , , , , |
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| 格式: | Artigo |
| 語言: | Inglês |
| 出版: |
BioMed Central
2003
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| 主題: | |
| 在線閱讀: | https://ncbi.nlm.nih.gov/pmc/articles/PMC302113/ https://ncbi.nlm.nih.gov/pubmed/14651757 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-4-60 |
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