منابع مشابه
An Incremental Approach for MEDLINE MeSH Indexing
As an increasing number of new journal articles being added to the MEDLINE database each year, it becomes imperative to build effective systems that can automatically suggest Medical Subject Headings (MeSH) to reduce effort from human annotators. In this paper, we propose three approaches, one building upon another in an incremental way, to automatic MeSH term suggestion: 1) MetaMap-based label...
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Automated indexing of MEDLINE citations remains a challenging problem due to the growing volume of citations and the over 27,000 MeSH indexing terms that can be assigned to them. This paper presents a corpus-based approach to improving indexing for specific journals. The Vocabulary Density approach takes into account frequencies of indexing terms previously assigned to a journal when recommendi...
متن کاملGene clustering by Latent Semantic Indexing of MEDLINE abstracts
MOTIVATION A major challenge in the interpretation of high-throughput genomic data is understanding the functional associations between genes. Previously, several approaches have been described to extract gene relationships from various biological databases using term-matching methods. However, more flexible automated methods are needed to identify functional relationships (both explicit and im...
متن کاملFine-Grained Indexing of the Biomedical Literature: MeSH Subheading Attachment for a MEDLINE Indexing Tool
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ژورنال
عنوان ژورنال: Igaku Toshokan
سال: 1982
ISSN: 0445-2429,1884-5622
DOI: 10.7142/igakutoshokan.29.367