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Heterogeneous ensembles for predicting survival of metastatic, castrate-resistant prostate cancer patients [version 2; referees: 1 approved, 2 approved with reservations]

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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Bibliografiske detaljer
Principais autores: Sebastian Pölsterl, Pankaj Gupta, Lichao Wang, Sailesh Conjeti, Amin Katouzian, Nassir Navab
Format: Artigo
Sprog:Inglês
Udgivet: F1000 Research Ltd 2017-06-01
Serier:F1000Research
Fag:
Online adgang:https://f1000research.com/articles/5-2676/v2
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