A predictive model of clinical deterioration among hospitalized COVID-19 patients by harnessing hospital course trajectories.
Elizabeth MauerJihui LeeJustin ChoiHongzhe ZhangKatherine L. HoffmanImaani J. EasthausenMangala RajanMark G. WeinerRainu KaushalMonika M. SaffordPeter A. D. SteelSamprit BanerjeePublished in: J. Biomed. Informatics (2021)
Keyphrases
- predictive model
- patient records
- intensive care unit
- medical doctors
- patient groups
- clinical information
- clinical data
- patient care
- hospital information systems
- intensive care units
- historical data
- health care
- patient data
- medical records
- neural network
- intensive care
- medical data
- high risk
- emergency department
- home care
- decision support system
- decision trees
- clinical trials
- health care professionals
- artificial neural networks
- medical practice
- clinical decision support systems
- operating room
- prediction model
- blood pressure
- electronic health records
- ischemic stroke
- classification rules
- health related
- data mining
- electronic medical record
- vital signs
- cardiovascular disease
- classification models
- probabilistic model
- care delivery
- medical knowledge
- risk factors
- fuzzy logic