Building longitudinal medication dose data using medication information extracted from clinical notes in electronic health records.
Elizabeth McNeerCole BeckHannah L. WeeksMichael L. WilliamsNathan T. JamesCosmin Adrian BejanLeena ChoiPublished in: J. Am. Medical Informatics Assoc. (2021)
Keyphrases
- data sets
- raw data
- health data
- data collection
- database
- data analysis
- statistical analysis
- image data
- information extraction
- information overload
- training data
- privacy concerns
- information resources
- databases
- medical records
- medical data
- free text
- original data
- data points
- high dimensional data
- machine learning
- data model
- medical images
- domain specific
- knowledge discovery