Using Machine Learning to Predict Hospital Acquired Sepsis.
Xinran LiuGreg McKelveyJames MarquardtRosemary M. GrantDavid CarlbomPublished in: AMIA (2017)
Keyphrases
- machine learning
- machine learning methods
- artificial intelligence
- learning algorithm
- machine learning approaches
- health care
- information extraction
- knowledge acquisition
- data mining
- data sets
- initial stage
- explanation based learning
- inductive learning
- learning tasks
- learning systems
- natural language processing
- pattern recognition
- information systems
- machine learning algorithms
- supervised learning
- statistical methods
- computer vision
- text mining
- active learning
- expert systems
- computer science
- supervised machine learning
- real time
- predicting future