Application of specialized word embeddings and named entity and attribute recognition to the problem of unsupervised automated clinical coding.
Namrata NathSangheon LeeIvan LeePublished in: Comput. Biol. Medicine (2023)
Keyphrases
- named entities
- unsupervised learning
- co occurrence
- object recognition
- information extraction
- named entity extraction
- weakly supervised
- relation extraction
- named entity recognition
- noun phrases
- global context
- supervised learning
- dimensionality reduction
- pattern recognition
- natural language processing
- expert systems
- feature extraction
- decision trees
- computer vision
- machine learning