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Survival Prediction and Gene Identification with Penalized Global AUC Maximization
Identifying genes (biomarkers) and predicting the clinical outcomes with censored survival times are important for cancer prognosis and pathogenesis. In this article, we propose a novel method with L(1) penalized global AUC summary maximization (L(1)GAUCS). The L(1)GAUCS method is developed for simu...
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| Main Authors: | , , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Mary Ann Liebert, Inc.
2009
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3148828/ https://ncbi.nlm.nih.gov/pubmed/19772397 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1089/cmb.2008.0188 |
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