Development and validation of prediction models for mechanical ventilation, renal replacement therapy, and readmission in COVID-19 patients.
Victor Alfonso RodriguezShreyas BhaveRuijun ChenChao PangGeorge HripcsakSoumitra SenguptaNoemie ElhadadRobert A. GreenJason S. AdelmanKatherine Schlosser MetitiriPierre EliasHolden GrovesSumit MohanKarthik NatarajanAdler J. PerottePublished in: J. Am. Medical Informatics Assoc. (2021)
Keyphrases
- prediction model
- predictive model
- statistical models
- probabilistic model
- design process
- model selection
- medical data
- neural network
- model validation
- knowledge based systems
- information processing
- prediction accuracy
- decision support system
- software engineering
- prediction error
- using artificial neural networks
- clinical trials
- therapy planning
- prognostic models