Evaluation of the Clinical Utility of the Bone Metastases Ensemble Trees for Survival Decision Support Platform (BMETS-DSP): A Case-Based Pilot Assessment.

Sara R Alcorn,Anna W LaVigne,Christen R Elledge,Jacob Fiksel,Chen Hu,Lawrence Kleinberg,Adam Levin,Thomas Smith,Zhi Cheng,Kibem Kim,Avani D Rao,Lindsey Sloan,Brandi Page, Susan F Stinson,K Ranh Voong,Todd R McNutt,Michael R Bowers,Theodore L DeWeese,Scott Zeger,Jean L Wright

JCO clinical cancer informatics（2022）

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摘要

This pilot study demonstrates that BMETS-DSP significantly improved physician survival estimation accuracy, prognostic confidence, likelihood of sharing prognosis, and use of prognosis-appropriate RT regimens in the care of symptomatic bone metastases, supporting future multi-institutional validation of the platform.

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关键词

bone metastases ensemble trees,survival decision support platform,bmets-dsp,case-based

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