Triage and monitoring of COVID-19 patients in intensive care using unsupervised machine learning.
Salah BoussenPierre-Yves CordierArthur MaletPierre SimeoneSophie CataldiCamille VaisseXavier RocheAlexandre CastelliMehdi AssalGuillaume PepinKevin CotJean-Baptiste DenisTimothée MoralesLionel VellyNicolas BruderPublished in: Comput. Biol. Medicine (2022)
Keyphrases
- intensive care
- machine learning
- intensive care units
- intensive care unit
- patient data
- decision support
- health care
- physiological data
- decision support system
- supervised learning
- machine learning methods
- classification trees
- prognostic models
- feature selection
- cardiac surgery
- data mining
- text mining
- decision trees
- inductive learning
- machine learning algorithms
- learning algorithm
- active learning
- expert systems
- clinical data
- semi supervised learning
- data warehouse
- information systems
- artificial intelligence
- semi supervised
- information extraction