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A personalized Uncertainty Quantification framework for patient survival models: estimating individual uncertainty of patients with metastatic brain tumors in the absence of ground truth.

Yuqi WangAarzu GuptaDavid CarpenterTrey MullikinZachary J. ReitmanScott FloydJohn KirkpatrickJoseph K. SalamaPaul W. SperdutoJian-Guo LiuMustafa R. BashirKyle J. Lafata
Published in: CoRR (2023)
Keyphrases
  • ground truth
  • probabilistic model
  • real patient data
  • brain tumors
  • clinical data
  • tumor growth
  • patient data
  • mr images
  • magnetic resonance images
  • intensive care
  • decision making
  • pattern recognition
  • medical data