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Infinite mixture-of-experts model for sparse survival regression with application to breast cancer
BACKGROUND: We present an infinite mixture-of-experts model to find an unknown number of sub-groups within a given patient cohort based on survival analysis. The effect of patient features on survival is modeled using the Cox’s proportionality hazards model which yields a non-standard regression com...
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| Huvudupphovsmän: | , , , , , |
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| Materialtyp: | Artigo |
| Språk: | Inglês |
| Publicerad: |
BioMed Central
2010
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| Ämnen: | |
| Länkar: | https://ncbi.nlm.nih.gov/pmc/articles/PMC2966295/ https://ncbi.nlm.nih.gov/pubmed/21034433 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-11-S8-S8 |
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