Machine Learning Based on Natural Language Processing to Detect Cardiac Failure in Clinical Narratives.
Thanh-Dung LeRita NoumeirJerome RambaudGuillaume SansPhilippe JouvetPublished in: CoRR (2021)
Keyphrases
- machine learning
- natural language processing
- information extraction
- computational biology
- text mining
- computational linguistics
- clinically relevant
- myocardial infarction
- knowledge representation
- heart disease
- machine learning algorithms
- question answering
- feature engineering
- wordnet
- learning algorithm
- machine learning methods
- free text
- text processing
- natural language
- clinical applications
- text classification
- detection algorithm
- medical domain
- named entity recognition
- data mining
- tagged mri
- decision trees
- word sense disambiguation
- detection method
- image analysis
- left ventricle
- text summarization
- clinical data
- patient data
- feature selection
- statistical methods
- fully automatic
- clinical setting
- data analysis
- knowledge discovery