Machine Learning in Clinical Text Classification: Specialty Identification and COVID-19 Risk.
Chloe TanKunal TalrejaAnnika ShivamArpon NagMyra MirandaSamskrith RaghavArjun RajaramMichael LutzSaurav KumarAmisha KumarPublished in: ICTC (2022)
Keyphrases
- text classification
- machine learning
- bag of words
- feature selection
- text categorization
- text mining
- naive bayes
- feature engineering
- text documents
- data cleaning
- knn
- sentiment analysis
- multi label
- text data
- risk management
- reinforcement learning
- learning algorithm
- data mining
- unlabeled data
- text classifiers
- risk assessment
- feature extraction
- clinical data
- active learning
- medical domain
- semantic features
- decision making
- information extraction
- decision trees
- labeled data
- machine learning algorithms
- learning tasks
- association rules
- machine learning methods
- transfer learning
- high risk
- computer science
- natural language