Lessons learned from assimilating knowledge into machine learning to forecast and control glucose in a critical care setting.
David J. AlbersMelike Sirlanci TuysuzogluMatthew E. LevineCaroline Der NigoghossianAndrew M. StuartJan ClaassenBruce J. GluckmanGeorge HripcsakPublished in: AMIA (2020)
Keyphrases
- lessons learned
- machine learning
- future directions
- case study
- critical care
- knowledge acquisition
- knowledge representation
- knowledge discovery
- domain knowledge
- knowledge base
- data mining
- data sets
- artificial intelligence
- knowledge based systems
- semi automatic
- information retrieval
- participatory design
- decision trees
- decision makers
- domain experts
- knowledge sources
- real world