Updating mortality risk estimation in intensive care units from high-dimensional electronic health records with incomplete data.
Bertrand BouvarelFabrice CarratNathanael LapidusPublished in: BMC Medical Informatics Decis. Mak. (2023)
Keyphrases
- incomplete data
- electronic health records
- intensive care units
- intensive care
- high dimensional
- health care
- intensive care unit
- clinical data
- patient data
- missing values
- missing data
- bayesian networks
- risk factors
- medical data
- high risk
- em algorithm
- medical records
- decision support
- patient care
- health information
- low dimensional
- monitoring system
- medical images
- expert systems
- high dimensional data
- information systems
- information overload
- dimensionality reduction
- maximum likelihood
- clinical trials
- decision makers
- information resources
- data points
- raw data
- decision making