Cargando…

Exploiting MeSH indexing in MEDLINE to generate a data set for word sense disambiguation

BACKGROUND: Evaluation of Word Sense Disambiguation (WSD) methods in the biomedical domain is difficult because the available resources are either too small or too focused on specific types of entities (e.g. diseases or genes). We present a method that can be used to automatically develop a WSD test...

Descripción completa

Detalles Bibliográficos
Autores principales:	Jimeno-Yepes, Antonio J, McInnes, Bridget T, Aronson, Alan R
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2011
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3123611/ https://www.ncbi.nlm.nih.gov/pubmed/21635749 http://dx.doi.org/10.1186/1471-2105-12-223

Ejemplares similares

Feature engineering for MEDLINE citation categorization with MeSH
por: Jimeno Yepes, Antonio Jose, et al.
Publicado: (2015)

Collocation analysis for UMLS knowledge-based word sense disambiguation
por: Jimeno-Yepes, Antonio, et al.
Publicado: (2011)

Knowledge-based biomedical word sense disambiguation: comparison of approaches
por: Jimeno-Yepes, Antonio J, et al.
Publicado: (2010)

MeSH indexing based on automatically generated summaries
por: Jimeno-Yepes, Antonio J, et al.
Publicado: (2013)

Challenges and Practical Approaches with Word Sense Disambiguation of Acronyms and Abbreviations in the Clinical Domain
por: Moon, Sungrim, et al.
Publicado: (2015)

Studying the correlation between different word sense disambiguation methods and summarization effectiveness in biomedical texts
por: Plaza, Laura, et al.
Publicado: (2011)

Exploiting domain information for Word Sense Disambiguation of medical documents
por: Stevenson, Mark, et al.
Publicado: (2011)

Automated MeSH Indexing of Biomedical Literature Using Contextualized Word Representations
por: Koutsomitropoulos, Dimitrios A., et al.
Publicado: (2020)

Temporal disambiguation of relative temporal expressions in clinical texts
por: Olex, Amy L., et al.
Publicado: (2022)

MeSH Now: automatic MeSH indexing at PubMed scale via learning to rank
por: Mao, Yuqing, et al.
Publicado: (2017)

Harmony Search Algorithm for Word Sense Disambiguation
por: Abed, Saad Adnan, et al.
Publicado: (2015)

Word sense disambiguation for event trigger word detection in biomedicine
por: Martinez, David, et al.
Publicado: (2011)

Two Similarity Metrics for Medical Subject Headings (MeSH):: An Aid to Biomedical Text Mining and Author Name Disambiguation
por: Smalheiser, Neil R., et al.
Publicado: (2016)

BioWordVec, improving biomedical word embeddings with subword information and MeSH
por: Zhang, Yijia, et al.
Publicado: (2019)

DeepMeSH: deep semantic representation for improving large-scale MeSH indexing
por: Peng, Shengwen, et al.
Publicado: (2016)

Global visibility for global health: Is it time for a new descriptor in Medical Subject Heading (MeSH) of MEDLINE/PubMed?
por: Marušić, Ana
Publicado: (2013)

Comparing the Precision of Information Retrieval of MeSH-Controlled Vocabulary Search Method and a Visual Method in the Medline Medical Database
por: Hariri, Nadjla, et al.
Publicado: (2014)

MeSH Up: effective MeSH text classification for improved document retrieval
por: Trieschnigg, Dolf, et al.
Publicado: (2009)

A Learning-Based Approach for Biomedical Word Sense Disambiguation
por: Al-Mubaid, Hisham, et al.
Publicado: (2012)

New Perspectives on Computational and Cognitive Strategies for Word Sense Disambiguation
por: Kwong, Oi Yee
Publicado: (2013)

Word sense disambiguation using hybrid swarm intelligence approach
por: AL-Saiagh, Wafaa, et al.
Publicado: (2018)

The effect of word sense disambiguation accuracy on literature based discovery
por: Preiss, Judita, et al.
Publicado: (2016)

MeSH and text-word search strategies: precision, recall, and their implications for library instruction
por: DeMars, Michelle M., et al.
Publicado: (2022)

MeSH ORA framework: R/Bioconductor packages to support MeSH over-representation analysis
por: Tsuyuzaki, Koki, et al.
Publicado: (2015)

Meshable: searching PubMed abstracts by utilizing MeSH and MeSH-derived topical terms
por: Kim, Sun, et al.
Publicado: (2016)

Biomedical word sense disambiguation with ontologies and metadata: automation meets accuracy
por: Alexopoulou, Dimitra, et al.
Publicado: (2009)

“Hybrid Topics” -- Facilitating the Interpretation of Topics Through the Addition of MeSH Descriptors to Bags of Words
por: Yu, Zhiguo, et al.
Publicado: (2017)

MeSHLabeler: improving the accuracy of large-scale MeSH indexing by integrating diverse evidence
por: Liu, Ke, et al.
Publicado: (2015)

Machine learning and word sense disambiguation in the biomedical domain: design and evaluation issues
por: Xu, Hua, et al.
Publicado: (2006)

Fast max-margin clustering for unsupervised word sense disambiguation in biomedical texts
por: Duan, Weisi, et al.
Publicado: (2009)

A Novel Approach to Word Sense Disambiguation Based on Topical and Semantic Association
por: Wang, Xin, et al.
Publicado: (2013)

Supervised Learning and Knowledge-Based Approaches Applied to Biomedical Word Sense Disambiguation
por: Antunes, Rui, et al.
Publicado: (2017)

Medical subject headings (MeSH) terms
por: Dhammi, Ish Kumar, et al.
Publicado: (2014)

An application of MeSH enrichment analysis in livestock
por: Morota, G., et al.
Publicado: (2015)

MeSH-Informed Enrichment Analysis and MeSH-Guided Semantic Similarity Among Functional Terms and Gene Products in Chicken
por: Morota, Gota, et al.
Publicado: (2016)

The Naïve Bayes Model for Unsupervised Word Sense Disambiguation: Aspects Concerning Feature Selection
por: T Hristea, Florentina
Publicado: (2013)

Comparison of Intellectual Structure of Knowledge in International Journal of Preventive Medicine with MeSH: A Co-Word Analysis
por: Mazaheri, Elaheh, et al.
Publicado: (2019)

PCorral—interactive mining of protein interactions from MEDLINE
por: Li, Chen, et al.
Publicado: (2013)

Recommending MeSH terms for annotating biomedical articles
por: Huang, Minlie, et al.
Publicado: (2011)

Mapping the biomedical sciences using Medical Subject Headings: a comparison between MeSH co-assignments and MeSH citation pairs
por: Shu, Fei, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_fc2sus3gmlth1fqkl1d6kcjapt