Limitations of Transformers on Clinical Text Classification.
Shang GaoMohammed M. AlawadM. Todd YoungJohn GounleyNoah SchaefferkoetterHong-Jun YoonXiao-Cheng WuEric B. DurbinJennifer A. DohertyAntoinette StroupLinda CoyleGeorgia D. TourassiPublished in: IEEE J. Biomed. Health Informatics (2021)
Keyphrases
- text classification
- bag of words
- text categorization
- clinical practice
- machine learning
- n gram
- text mining
- feature selection
- text data
- document classification
- knn
- clinical data
- patient data
- labeled data
- naive bayes
- sentiment analysis
- multi label
- text documents
- medical domain
- data cleaning
- text classifiers
- medical data
- feature reduction
- clinical trials
- image classification
- decision support system
- medical images
- information extraction
- knowledge discovery
- information retrieval