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WaveGNN: Integrating Graph Neural Networks and Transformers for Decay-Aware Classification of Irregular Clinical Time-Series

PubMed(2025)10.1109/bigdata66926.2025.11401906Source: DataRank Database

WaveGNN: Integrating Graph Neural Networks and Transformers for Decay-Aware Classification of Irregular Clinical Time-Series is a research paper published in PubMed (2025). On theSindex it has a DataRank of 0.

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0DataRank · unranked

Scored on demand from live citation data

Open Access0 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (3 grants)Impact (FWCI 0.00)OA: greenTopics (12)IDs (PubMed, PMC, OpenAlex)

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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Authors (5)

Maria Despoina Siampou ORCID,Bita Azarijoo ORCID,Zhen Xiong ORCID,Cyrus Shahabi ORCID,Arash Hajisafi ORCID

Live enrichment

PubMed:41969310 PMC:PMC13068137 OpenAlex:https://openalex.org/W7134171194

NIH

Grant: R01LM014026,CNS-2125530

NSF

Grant: CNS-2125530

NLM NIH HHS

Grant: R01 LM014026

FWCI

0.00

Citation Percentile

0.7%

greenLicense: https://doi.org/10.15223/policy-029

repositoryhttps://pmc.ncbi.nlm.nih.gov/articles/PMC13068137/

publisherhttp://xplorestaging.ieee.org/ielx8/11400704/11400712/11401906.pdf?arnumber=11401906

https://doi.org/10.1109/bigdata66926.2025.11401906

repositoryhttps://pubmed.ncbi.nlm.nih.gov/41969310

Fields of Study

Machine Learning in HealthcareTime Series Analysis and ForecastingECG Monitoring and Analysis

Keywords

Artificial neural networkTransformerGraphPattern recognition (psychology)BackpropagationClinical OutcomesTransformersGraph Neural NetworksIrregular Time Series