Use of machine learning to transform complex standardized nursing care plan data into meaningful research variables: a palliative care exemplar.
Tamara Goncalves Rezende MacieiraYingwei YaoGail M. KeenanPublished in: J. Am. Medical Informatics Assoc. (2021)
Keyphrases
- data sets
- machine learning
- data analysis
- health care
- training data
- complex data
- original data
- complex queries
- long term
- knowledge discovery
- data processing
- input variables
- data structure
- stored data
- image data
- data mining
- database
- data collection
- machine learning algorithms
- synthetic data
- probability distribution
- raw data
- background knowledge
- medical care
- decision trees
- high quality
- data quality
- data distribution
- data sources
- sensor data
- missing data
- higher level
- data mining techniques
- information extraction
- end users
- data points