Utilizing Timestamps of Longitudinal Data from Electronic Health Record to Predict Clinical Deterioration Events.
Li-heng FuChristopher KnaplundKenrick CatoDavid J. AlbersSarah Collins RossettiPublished in: AMIA (2020)
Keyphrases
- electronic health records
- clinical data
- health information systems
- clinical trials
- medical records
- medical data
- health informatics
- healthcare providers
- patient care
- patient data
- health care
- temporal information
- raw data
- electronic medical record
- domain experts
- free text
- database
- decision support system
- health records
- clinical guidelines
- information systems
- clinical practice
- data model
- knowledge discovery
- distributed data
- text mining
- mr images
- statistical analysis
- medical images
- databases