Structured and unstructured social risk factor documentation in the electronic health record underestimates patients' self-reported risks.
Bradley E. IottSamantha RivasLaura M. GottliebJulia Adler-MilsteinMatthew S. PantellPublished in: J. Am. Medical Informatics Assoc. (2024)
Keyphrases
- risk factors
- electronic health records
- high risk
- clinical data
- health information systems
- clinical trials
- healthcare providers
- structured data
- medical records
- medical data
- health records
- risk assessment
- risk management
- health care providers
- patient data
- statistical methods
- social media
- health care
- social networks
- semi structured
- patient care
- real world
- statistical analysis
- decision support system
- data mining
- healthcare professionals
- information systems
- decision making
- data sources
- machine learning
- knowledge discovery
- social networking