Using Latent Dirichlet Allocation and Text Mining Techniques for Understanding Medical Literature.
Saadat M. AlhashmiMohammed MareeZaina SaadeddinPublished in: Int. J. Comput. (2021)
Keyphrases
- latent dirichlet allocation
- text mining
- biomedical literature
- medical literature
- topic models
- topic modeling
- latent topics
- text documents
- lda model
- text classification
- knowledge discovery
- generative model
- natural language processing
- gibbs sampling
- probabilistic topic models
- data mining
- information extraction
- network analysis
- data analysis
- text corpora
- variational bayesian inference
- text categorization
- medical domain
- similarity measure
- medical information
- named entities
- dimensionality reduction
- feature extraction