Multisite implementation of a workflow-integrated machine learning system to optimize COVID-19 hospital admission decisions.
Jeremiah HinsonEili Y. KleinAria SmithMatthew F. ToerperTrushar DungaraniDavid HagerPeter HillGabor KelenJoshua D. NiforatosR. Scott StephensAlexandra T. StraussScott LevinPublished in: npj Digit. Medicine (2022)
Keyphrases
- machine learning
- decision making
- efficient implementation
- decision trees
- pattern recognition
- data analysis
- decision makers
- machine learning approaches
- machine learning algorithms
- knowledge acquisition
- text classification
- natural language processing
- knowledge representation
- computer vision
- text mining
- data mining
- natural language
- model selection
- business processes
- web services
- process model
- machine learning methods
- inductive learning
- learning algorithm
- explanation based learning
- control flow
- intensive care