Clinical and temporal characterization of COVID-19 subgroups using patient vector embeddings of electronic health records.
Casey N. TaJason E. ZuckerPo-Hsiang ChiuYilu FangKarthik NatarajanChunhua WengPublished in: J. Am. Medical Informatics Assoc. (2023)
Keyphrases
- electronic health records
- clinical data
- clinical trials
- medical records
- healthcare providers
- clinical information
- patient data
- medical data
- patient care
- health data
- temporal aspects
- health care
- health records
- health information technology
- clinical guidelines
- clinical practice
- temporal constraints
- free text
- knowledge discovery
- raw data
- statistical analysis
- medical knowledge
- patient records
- decision support system
- health related
- dimensionality reduction
- health information
- electronic medical record
- low dimensional
- temporal data
- knowledge base
- health care providers
- care delivery
- database
- domain specific
- domain experts
- natural language processing
- temporal databases
- experimental design
- data sources