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A Web-Based Calculator to Predict Early Death Among Patients With Bone Metastasis Using Machine Learning Techniques: Development and Validation Study.

Mingxing LeiBing WuZhicheng ZhangYong QinXuyong CaoYuncen CaoBaoge LiuXiu-Yun SuYaosheng Liu
Published in: Journal of medical Internet research (2023)
This study develops a machine learning-based calculator to assess the probability of early death among patients with bone metastasis. The calculator has the potential to guide clinical decision-making and improve the care of patients with bone metastasis by identifying those at a higher risk of early death.
Keyphrases
  • machine learning
  • bone mineral density
  • decision making
  • healthcare
  • soft tissue
  • bone loss
  • palliative care
  • artificial intelligence
  • deep learning
  • pain management
  • big data