Comparing machine learning algorithms for predicting ICU admission and mortality in COVID-19.
Sonu SubudhiAshish VermaAnkit B. PatelC. Corey HardinMelin J. KhandekarHang LeeDustin McEvoyTriantafyllos StylianopoulosLance L. MunnSayon DuttaRakesh K. JainPublished in: npj Digit. Medicine (2021)
Keyphrases
- machine learning algorithms
- intensive care
- intensive care unit
- benchmark data sets
- learning algorithm
- intensive care units
- machine learning
- decision trees
- machine learning methods
- learning problems
- random forests
- predictive accuracy
- health care
- learning tasks
- machine learning approaches
- decision support system
- machine learning models
- machine learning systems
- patient data
- prognostic models
- input features
- support vector machine
- decision support
- text categorization
- supervised learning algorithms
- transfer learning
- statistical machine learning