VAP risk index: Early prediction and hospital phenotyping of ventilator-associated pneumonia using machine learning.
Ali SamadaniTaiyao WangKees van ZonLeo Anthony CeliPublished in: Artif. Intell. Medicine (2023)
Keyphrases
- machine learning
- high risk
- prediction accuracy
- data mining
- pattern recognition
- prediction model
- database
- machine learning methods
- knowledge acquisition
- machine learning algorithms
- inductive learning
- health care
- intensive care unit
- machine learning approaches
- risk assessment
- risk management
- prediction error
- index structure
- text mining
- supervised learning
- information extraction
- knowledge discovery
- prediction algorithm
- active learning
- data analysis
- predictive modeling
- computer vision
- risk factors
- risk measures
- learning systems
- x ray
- text classification
- knowledge representation
- feature selection
- learning algorithm
- neural network