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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...
| Autores principales: | , , , , |
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| Formato: | Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2003
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC302113/ https://www.ncbi.nlm.nih.gov/pubmed/14651757 http://dx.doi.org/10.1186/1471-2105-4-60 |