Medical Text Classification Based on an Optimized Machine Learning and External Semantic Resource.
Karim GasmiPublished in: J. Circuits Syst. Comput. (2022)
Keyphrases
- text classification
- machine learning
- semantic features
- text categorization
- feature selection
- bag of words
- text mining
- umls metathesaurus
- feature engineering
- text documents
- naive bayes
- n gram
- text classifiers
- sentiment analysis
- natural language
- labeled data
- medical diagnosis
- machine learning methods
- automatic text classification
- decision trees
- text data
- transfer learning
- multi label
- resource allocation
- computer vision
- knn
- medical domain
- learning algorithm
- textual entailment
- semantic information
- data mining
- machine learning algorithms
- semantic similarity
- support vector machine
- medical data
- information extraction
- medical experts
- medical knowledge
- semantic web
- semi supervised learning
- information resources
- computer science
- domain specific
- active learning
- knowledge discovery