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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...

Täydet tiedot

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Bibliografiset tiedot
Julkaisussa:Int J Radiat Oncol Biol Phys
Päätekijät: 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
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: 2020
Aiheet:
Linkit: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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