Attention Mechanisms in Clinical Text Classification: A Comparative Evaluation.
Christoph S. MetznerShang GaoDrahomira HerrmannovaElia Lima-WaltonHeidi A. HansonPublished in: IEEE J. Biomed. Health Informatics (2024)
Keyphrases
- comparative evaluation
- text classification
- text mining
- text categorization
- page segmentation
- bag of words
- multi label
- n gram
- machine learning
- text classifiers
- document classification
- scoring methods
- clinical practice
- text data
- knn
- feature selection
- clinical data
- text documents
- patient data
- data cleaning
- term frequency
- semantic features
- k nearest neighbor
- rough sets