Automatic document screening of medical literature using word and text embeddings in an active learning setting.
Andres CarvalloDenis ParraHans LobelAlvaro SotoPublished in: Scientometrics (2020)
Keyphrases
- medical literature
- active learning
- text corpus
- keywords
- printed documents
- text documents
- journal articles
- medical information
- information retrieval
- document analysis
- related documents
- document images
- web documents
- text lines
- national library of medicine
- database
- biomedical literature
- semantic information
- vector space
- document clustering
- string matching
- handwritten documents
- medical subject headings
- semi automatic
- co occurrence
- text mining
- controlled vocabulary
- medical domain
- experimental design
- medical data
- medical diagnosis
- automatic indexing
- text classification
- information retrieval systems
- natural language processing
- relevance feedback
- knowledge base