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Using machine learning methods to predict all-cause somatic hospitalizations in adults: A systematic review.

Mohsen AskarMasoud TafavvoghiLars SmåbrekkeLars Ailo BongoKristian Svendsen
Published in: PloS one (2024)
This review has identified considerable concerns regarding methodological issues and reporting quality in studies investigating ML to predict hospitalizations. To ensure the acceptability of these models in clinical settings, it is crucial to improve the quality of future studies.
Keyphrases
  • case control
  • quality improvement
  • emergency department
  • gene expression
  • dna methylation
  • genome wide