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Machine learning for risk stratification in the emergency department (MARS-ED) study protocol for a randomized controlled pilot trial on the implementation of a prediction model based on machine learning technology predicting 31-day mortality in the emergency department.

Paul M E L van DamWilliam P T M van DoornFloor van GilsLotte SevenichLars J G LambriksSteven J R MeexJochen W L CalsPatricia M Stassen
Published in: Scandinavian journal of trauma, resuscitation and emergency medicine (2024)
ClinicalTrials.gov NCT05497830. Machine Learning for Risk Stratification in the Emergency Department (MARS-ED). Registered on August 11, 2022. URL: https://clinicaltrials.gov/study/NCT05497830 .
Keyphrases
  • emergency department
  • machine learning
  • artificial intelligence
  • big data
  • healthcare
  • primary care
  • deep learning
  • cardiovascular events
  • type diabetes
  • cardiovascular disease
  • quality improvement
  • coronary artery disease