Natural language processing with machine learning methods to analyze unstructured patient-reported outcomes derived from electronic health records: A systematic review.
Jin-ah SimXiaolei HuangMadeline R. HoranChristopher M. StewartLeslie L. RobisonMelissa M. HudsonJustin N. BakerI-Chan HuangPublished in: Artif. Intell. Medicine (2023)
Keyphrases
- machine learning methods
- electronic health records
- systematic review
- machine learning
- natural language processing
- clinical data
- medical records
- clinical trials
- machine learning algorithms
- free text
- health care
- machine learning approaches
- medical data
- health records
- information extraction
- empirical studies
- ensemble methods
- health information
- health data
- artificial intelligence
- text mining
- healthcare providers
- knowledge representation
- patient care
- patient data
- semi structured
- structured data
- natural language
- health information technology
- raw data
- active learning
- clinical guidelines
- data sets
- statistical analysis
- medical images
- data mining