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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Detalles Bibliográficos
Autores principales: Pölsterl, Sebastian, Gupta, Pankaj, Wang, Lichao, Conjeti, Sailesh, Katouzian, Amin, Navab, Nassir
Formato: Online Artículo Texto
Lenguaje:English
Publicado: F1000Research 2017
Materias:
Method Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5500862/
https://www.ncbi.nlm.nih.gov/pubmed/28713544
http://dx.doi.org/10.12688/f1000research.8231.3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5500862/
https://www.ncbi.nlm.nih.gov/pubmed/28713544
http://dx.doi.org/10.12688/f1000research.8231.3

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