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Heterogeneous ensembles for predicting survival of metastatic, castrate-resistant prostate cancer patients

Ensemble methods have been successfully applied in a wide range of scenarios, including survival analysis. However, most ensemble models for survival analysis consist of models that all optimize the same loss function and do not fully utilize the diversity in available models. We propose heterogeneo...

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Detalhes bibliográficos
Publicado no:F1000Res
Main Authors: Pölsterl, Sebastian, Gupta, Pankaj, Wang, Lichao, Conjeti, Sailesh, Katouzian, Amin, Navab, Nassir
Formato: Artigo
Idioma:Inglês
Publicado em: F1000Research 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5500862/
https://ncbi.nlm.nih.gov/pubmed/28713544
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.12688/f1000research.8231.3
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