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Adding an Attention Layer Improves the Performance of a Neural Network Architecture for Synonymy Prediction in the UMLS Metathesaurus

Studies in health technology and informatics(2022)10.3233/shti220043Source: DataRank Database

Adding an Attention Layer Improves the Performance of a Neural Network Architecture for Synonymy Prediction in the UMLS Metathesaurus is a research paper published in Studies in health technology and informatics (2022). On theSindex it has a DataRank of 0.369. It has been cited 6 times, with 4 citing works in its 1-hop citation network.

N/A

0.369DataRank · unranked

Scored on demand from live citation data

Open Access6 citations · 4 citing works in its network

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (1 grants)Impact (FWCI 3.00)OA: hybridTopics (16)IDs (PubMed, PMC, OpenAlex)SDGs (1)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

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DataRank Breakdown

Base Score 79%Citation Network 21%

Base Score Contribution

0.292

From this paper's citation signal

Citation Network Contribution

0.0771

From 3 citing papers with measurable signal

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Top 4 citers driving the network score

Ranked by each citer's contribution to N(p) — log1p(C_q) divided by its reference count — out of 4 citers.

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IEEE Transactions on Neural Systems and Rehabilitation Engineering20242 citations45 referencesContributes 0.024
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Applied Sciences20241 citations40 referencesContributes 0.017
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Strahlentherapie und Onkologie20240 citations36 referencesContributes 0.000

Authors (2)

Olivier Bodenreider ORCID,Vinh Nguyen

Live enrichment

PubMed:35672982 PMC:PMC9484765 OpenAlex:https://openalex.org/W4281665639

Intramural NIH HHS

Grant: ZIA LM010017

FWCI

3.00

Citation Percentile

0.9%

Citation Trend

2022

2023

2024

hybridLicense: cc-by-nc

book serieshttps://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220043

publisherhttps://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220043

book serieshttps://doi.org/10.3233/shti220043

repositoryhttps://pubmed.ncbi.nlm.nih.gov/35672982

repositoryhttps://www.ncbi.nlm.nih.gov/pmc/articles/9484765

Fields of Study

Biomedical Text Mining and OntologiesNatural Language Processing TechniquesTopic Modeling

MeSH Terms

AttentionNeural Networks, ComputerUnified Medical Language System

Keywords

Computer scienceUnified Medical Language SystemLayer (electronics)Artificial neural networkArtificial intelligenceArchitectureNatural language processingGeographyComputerNeural networks

Sustainable Development Goals

SDG 0: Quality Education