Predicting and Understanding Unexpected Respiratory Decompensation in Critical Care Using Sparse and Heterogeneous Clinical Data.
Oliver RenAlistair E. W. JohnsonEric P. LehmanMatthieu KomorowskiJerome AboabFengyi TangZach ShahnDaby SowRoger G. MarkLi-Wei H. LehmanPublished in: ICHI (2018)
Keyphrases
- clinical data
- critical care
- patient data
- medical data
- clinical information
- raw data
- statistical analysis
- medical knowledge
- domain experts
- knowledge discovery
- electronic health records
- medical staff
- information seeking
- computer assisted
- database
- data sources
- digital libraries
- training data
- decision making
- artificial intelligence
- information retrieval