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Prognostic tools or clinical predictions: Which are better in palliative care?

Patrick C StoneVictoria VickerstaffA KalpakidouC ToddJ GriffithsV KeeleyK SpencerP BuckleD FinlayR Z Omar
Published in: PloS one (2021)
Although four commonly used prognostic algorithms for palliative care generally showed good discrimination and calibration, none of them demonstrated superiority to CPS. Prognostic tools which are less accurate than CPS are of no clinical use. However, prognostic tools which perform similarly to CPS may have other advantages to recommend them for use in clinical practice (e.g. being more objective, more reproducible, acting as a second opinion or as an educational tool). Future studies should therefore assess the impact of prognostic tools on clinical practice and decision-making.
Keyphrases
  • palliative care
  • clinical practice
  • decision making
  • advanced cancer
  • machine learning
  • deep learning
  • current status