Deployment of machine learning algorithms to predict sepsis: systematic review and application of the SALIENT clinical AI implementation framework.
Anton H. van der VegtIan A ScottKrishna DermawanRudolf J. SchnetlerVikrant R. KalkePaul J. LanePublished in: J. Am. Medical Informatics Assoc. (2023)
Keyphrases
- machine learning algorithms
- machine learning
- benchmark data sets
- learning algorithm
- predictive accuracy
- decision trees
- systematic review
- machine learning approaches
- machine learning methods
- learning problems
- random forests
- statistical machine learning
- artificial intelligence
- learning tasks
- machine learning systems
- loss function
- multi class
- information extraction
- expert systems
- input features
- machine learning models