Extraction of Patient Temporal Patterns and Clusters from Clinical Data.
Samir E. AbdelRahmanJulio C. FacelliBruce E. BrayRashmee U. ShahGuilherme Del FiolPublished in: AMIA (2017)
Keyphrases
- clinical data
- temporal patterns
- temporal abstractions
- patient data
- medical data
- electronic health records
- temporal information
- statistical analysis
- raw data
- clinical information
- patient records
- medical knowledge
- temporal data
- temporal constraints
- domain experts
- time stamped
- log files
- cancer patients
- pattern discovery
- knowledge discovery
- real patient data
- temporal reasoning
- electronic medical record
- liver disease
- information extraction
- emergency department
- frequent patterns
- acute myocardial infarction
- intensive care
- data sets
- visual features
- general purpose
- text mining
- image data
- relational databases
- database systems
- information retrieval
- databases