Systematic review of approaches to use of neighborhood-level risk factors with clinical data to predict clinical risk and recommend interventions.
Katie WilkinsonLincoln SheetsDale FitchLori L. PopejoyPublished in: J. Biomed. Informatics (2021)
Keyphrases
- clinical data
- risk factors
- patient data
- high risk
- statistical methods
- statistical analysis
- risk assessment
- medical data
- clinical information
- raw data
- systematic review
- risk management
- patient records
- cancer patients
- clinical data sets
- real patient data
- medical knowledge
- mr images
- clinical databases
- cardiovascular disease
- domain experts
- lung cancer
- data sources
- blood pressure
- electronic medical record
- database
- clinical decision making
- temporal abstractions
- machine learning algorithms
- empirical studies
- knowledge discovery
- decision trees