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Prediction of New-Onset Diabetes Mellitus within 12 Months after Liver Transplantation-A Machine Learning Approach.

Sven Heiko LoosenSarah KriegSaket ChaudhariSwati UpadhyayaAndreas KriegTom LueddeKarel KostevChristoph Roderburg
Published in: Journal of clinical medicine (2023)
Pending external validation, our data suggest that ML models can be used to predict the occurrence of new-onset DM following LT. Such tools could help to identify LT patients at risk of unfavorable outcomes and to implement respective clinical strategies of prevention.
Keyphrases
  • machine learning
  • big data
  • glycemic control
  • risk assessment
  • electronic health record
  • artificial intelligence
  • type diabetes
  • deep learning
  • weight loss