Using Time Series Clustering to Segment and Infer Emergency Department Nursing Shifts from Electronic Health Record Log Files.
Amanda J. MoyKenrick CatoJennifer WithallNicholas P. TatonettiEugene KimSarah Collins RossettiPublished in: AMIA (2022)
Keyphrases
- emergency department
- log files
- electronic health records
- clinical data
- domain experts
- medical data
- website
- patient data
- statistical analysis
- log data
- raw data
- health data
- domain knowledge
- web server
- domain specific
- knowledge discovery
- web users
- knowledge base
- mr images
- knowledge acquisition
- health information
- vital signs
- machine learning
- data sources
- data analysis
- digital libraries
- disease outbreaks
- artificial intelligence