Machine learning predicts mortality based on analysis of ventilation parameters of critically ill patients: multi-centre validation.
Behrooz MamandipoorFernando Frutos-VivarOscar PeñuelasRichard RezarKonstantinos RaymondosAlfonso MurielBin DuArnaud W. ThilleFernando RiosMarco GonzálezLorenzo del-SorboMaría Del Carmen MarínBruno Valle PinheiroMarco Antonio SoaresNicolas NinSalvatore M. MaggioreAndrew BerstenMalte KelmRaphael Romano BrunoPravin AminNahit CakarGee Young SuhFekri AbrougManuel JibajaDimitros MatamisAmine Ali ZeggwaghYuda SutherasanAntonio AnzuetoBernhard WernlyAndrés EstebanChristian JungVenet OsmaniPublished in: BMC Medical Informatics Decis. Mak. (2021)
Keyphrases
- machine learning
- statistical analysis
- data analysis
- intensive care
- maximum likelihood
- text classification
- image analysis
- reinforcement learning
- decision trees
- information systems
- active learning
- knowledge representation
- supervised learning
- feature selection
- parameter estimation
- machine learning methods
- clinical data
- data mining