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Using Multi-Modal Electronic Health Record Data for the Development and Validation of Risk Prediction Models for Long COVID Using the Super Learner Algorithm.

Weijia JinWei HaoShi XuLars G FritscheMaxwell SalvatoreAndrew J AdmonChristopher R FrieseBhramar Mukherjee
Published in: Journal of clinical medicine (2023)
We identified several factors predictive of diagnoses of PASC and integrated the information into a composite risk score for PASC prediction, which could contribute to the identification of individuals at higher risk for PASC and inform preventive efforts.
Keyphrases
  • electronic health record
  • coronavirus disease
  • clinical decision support
  • sars cov
  • adverse drug
  • machine learning
  • deep learning
  • quality improvement
  • health information
  • respiratory syndrome coronavirus