Predicting medical subject headings based on abstract similarity and citations to MEDLINE records
We describe a classifier-enhanced nearest neighbor approach to assigning Medical Subject
Headings (MeSH) to unlabeled documents using a combination of abstract similarities and …
Headings (MeSH) to unlabeled documents using a combination of abstract similarities and …
Anticipating annotations and emerging trends in biomedical literature
The BioJournalMonitor is a decision support system for the analysis of trends and topics in
the biomedical literature. Its main goal is to identify potential diagnostic and therapeutic …
the biomedical literature. Its main goal is to identify potential diagnostic and therapeutic …
Meshable: searching PubMed abstracts by utilizing MeSH and MeSH-derived topical terms
Medical Subject Headings (MeSH®) is a controlled vocabulary for indexing and searching
biomedical literature. MeSH terms and subheadings are organized in a hierarchical …
biomedical literature. MeSH terms and subheadings are organized in a hierarchical …
[HTML][HTML] Two similarity metrics for medical subject headings (mesh):: An aid to biomedical text mining and author name disambiguation
NR Smalheiser, G Bonifield - Journal of biomedical discovery and …, 2016 - ncbi.nlm.nih.gov
In the present paper, we have created and characterized several similarity metrics for
relating any two Medical Subject Headings (MeSH terms) to each other. The article-based …
relating any two Medical Subject Headings (MeSH terms) to each other. The article-based …
Leveraging output term co-occurrence frequencies and latent associations in predicting medical subject headings
R Kavuluru, Y Lu - Data & Knowledge Engineering, 2014 - Elsevier
Trained indexers at the National Library of Medicine (NLM) manually tag each biomedical
abstract with the most suitable terms from the Medical Subject Headings (MeSH) …
abstract with the most suitable terms from the Medical Subject Headings (MeSH) …
[HTML][HTML] PubMedMiner: mining and visualizing MeSH-based associations in PubMed
The exponential growth of biomedical literature provides the opportunity to develop
approaches for facilitating the identification of possible relationships between biomedical …
approaches for facilitating the identification of possible relationships between biomedical …
[PDF][PDF] Statistical modeling of medical indexing processes for biomedical knowledge information discovery from text
The overwhelming amount of published literature in the biomedical domain and the growing
number of collaborations across scientific disciplines results in an increasing topical …
number of collaborations across scientific disciplines results in an increasing topical …
Unsupervised medical subject heading assignment using output label co-occurrence statistics and semantic predications
R Kavuluru, Z He - International Conference on Application of Natural …, 2013 - Springer
Abstract Librarians at the National Library of Medicine tag each biomedical abstract to be
indexed by their Pubmed information system with terms from the Medical Subject Headings …
indexed by their Pubmed information system with terms from the Medical Subject Headings …
Quantitative biomedical annotation using medical subject heading over-representation profiles (MeSHOPs)
Abstract Background MEDLINE®/PubMed® indexes over 20 million biomedical articles,
providing curated annotation of its contents using a controlled vocabulary known as Medical …
providing curated annotation of its contents using a controlled vocabulary known as Medical …