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An ensemble-based Cox proportional hazards regression framework for predicting survival in metastatic castration-resistant prostate cancer (mCRPC) patients

From March through August 2015, nearly 60 teams from around the world participated in the Prostate Cancer Dream Challenge (PCDC). Participating teams were faced with the task of developing prediction models for patient survival and treatment discontinuation using baseline clinical variables collecte...

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Detalles Bibliográficos
Autores principales: Meier, Richard, Graw, Stefan, Usset, Joseph, Raghavan, Rama, Dai, Junqiang, Chalise, Prabhakar, Ellis, Shellie, Fridley, Brooke, Koestler, Devin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: F1000Research 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5365222/
https://www.ncbi.nlm.nih.gov/pubmed/28413609
http://dx.doi.org/10.12688/f1000research.8226.1