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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 AlcornAnna W LaVigneChristen R ElledgeJacob FikselChen HuLawrence R KleinbergAdam S LevinThomas J SmithZhi ChengKibem KimAvani D RaoLindsey SloanBrandi R PageSusan F StinsonK Ranh VoongTodd R McNuttMichael R BowersTheodore L DeWeeseScott L ZegerJean L Wright
Published in: JCO clinical cancer informatics (2022)
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.
Keyphrases
  • high throughput
  • healthcare
  • free survival
  • primary care
  • emergency department
  • palliative care
  • social media
  • health information
  • current status
  • convolutional neural network
  • chronic pain
  • affordable care act