Septic shock prediction for ICU patients via coupled HMM walking on sequential contrast patterns.
Shameek GhoshJinyan LiLongbing CaoKotagiri RamamohanaraoPublished in: J. Biomed. Informatics (2017)
Keyphrases
- septic shock
- patient data
- intensive care
- clinical data
- intensive care units
- intensive care unit
- hidden markov models
- sequential data
- rule generation
- health care
- medical data
- decision support system
- decision support
- intraoperative
- prognostic models
- medical records
- statistical analysis
- data mining techniques
- electronic health records
- data sets
- clinical trials
- domain experts
- speech recognition
- knowledge acquisition
- domain knowledge
- expert systems
- information systems