Topic Modeling for Interpretable Text Classification From EHRs.
Emil RijckenUzay KaymakFloortje ScheepersPablo MosteiroKalliopi ZervanouMarco SpruitPublished in: Frontiers Big Data (2022)
Keyphrases
- topic modeling
- text classification
- electronic health records
- text mining
- text categorization
- text documents
- bag of words
- machine learning
- text data
- medical records
- labeled data
- modeling framework
- document classification
- knn
- n gram
- topic models
- feature selection
- k nearest neighbor
- semantic features
- text corpora
- pattern recognition
- health care
- language modeling
- unlabeled data
- clinical data
- latent topics
- text classifiers
- hierarchical bayesian model
- pairwise
- feature space
- artificial intelligence