Using PheWAS and Natural Language Processing to Discover Clinical Associations for Congenital Chest Deformities.
Christine M. McEvoyRobert J. CarrollLisa BastaracheWei-Qi WeiJoshua C. DennyPublished in: AMIA (2013)
Keyphrases
- natural language processing
- heart disease
- computer assisted
- information extraction
- text mining
- free text
- natural language
- machine learning
- named entity recognition
- computational linguistics
- clinical applications
- medical images
- knowledge representation
- association rules
- artificial intelligence
- medical records
- semantic analysis
- indirect association
- automatic segmentation
- x ray
- machine translation
- medical data
- computational biology
- clinical guidelines
- patient data
- patient records
- x ray images
- medical treatment
- clinical setting
- medical domain
- text summarization
- structured data
- wordnet
- clinical practice
- itemsets
- text processing
- feature engineering
- word sense disambiguation
- clinical data