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Personalising monitoring for chemotherapy patients through predicting deterioration in renal and hepatic function.

Pinkie ChambersMatthew WatsonJohn BridgewaterMartin D ForsterRebecca RoylanceRebecca BurgoyneSebastian MasentoLuke SteventonJames Harmsworth KingNicholas DuncanNoura Al Moubayed
Published in: Cancer medicine (2023)
We have demonstrated that a MLP model can be used to reduce the number of blood tests required for some patients at low risk of organ dysfunction, whilst improving safety for others at high risk.
Keyphrases
  • end stage renal disease
  • ejection fraction
  • newly diagnosed
  • prognostic factors
  • squamous cell carcinoma
  • radiation therapy
  • rectal cancer