Developing an Improved Statistical Approach for Survival Estimation in Bone Metastases Management: The Bone Metastases Ensemble Trees for Survival (BMETS) Model

PURPOSE: To determine whether a machine learning approach optimizes survival estimation for patients with symptomatic bone metastases (SBM), we developed the Bone Metastases Ensemble Trees for Survival (BMETS) to predict survival using 27 prognostic covariates. To establish its relative clinical uti...

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Detalhes bibliográficos
Publicado no:Int J Radiat Oncol Biol Phys
Main Authors: Alcorn, Sara R., Fiksel, Jacob, Wright, Jean L., Elledge, Christen R., Smith, Thomas J., Perng, Powell, Saleemi, Sarah, McNutt, Todd R., DeWeese, Theodore L., Zeger, Scott
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7954525/
https://ncbi.nlm.nih.gov/pubmed/32446952
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.ijrobp.2020.05.023
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