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Relational Learning Improves Prediction of Mortality in COVID-19 in the Intensive Care Unit

IEEE Transactions on Big Data(2020)10.1109/tbdata.2020.3048644Source: DataRank Database

Relational Learning Improves Prediction of Mortality in COVID-19 in the Intensive Care Unit is a research paper published in IEEE Transactions on Big Data (2020). On theSindex it has a DataRank of 0. It has been cited 17 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access17 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (4 grants)Impact (FWCI 1.88)OA: hybridTopics (25)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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Authors (9)

Akhil Vaid ORCID,Jessica K. De Freitas ORCID,Sulaiman Somani ORCID,Riccardo Miotto ORCID,Girish N. Nadkarni ORCID

Live enrichment

PubMed:33768136 PMC:PMC7990133 OpenAlex:https://openalex.org/W3119348539

U54

Grant: TR001433-05

NCATS NIH HHS

Grant: UL1 TR001433

National Center for Advancing Translational Sciences

National Institutes of Health

FWCI

1.88

Citation Percentile

0.9%

Citation Trend

2021

2022

2023

2024

hybridLicense: cc-by

journalhttps://doi.org/10.1109/tbdata.2020.3048644

publisherhttps://doi.org/10.1109/tbdata.2020.3048644

publisherhttp://xplorestaging.ieee.org/ielx7/6687317/9366322/09311826.pdf?arnumber=9311826

repositoryhttps://pubmed.ncbi.nlm.nih.gov/33768136

repositoryhttps://www.ncbi.nlm.nih.gov/pmc/articles/7990133

Fields of Study

Machine Learning in HealthcareCOVID-19 diagnosis using AIArtificial Intelligence in Healthcare

Keywords

Softmax functionComputer scienceArtificial intelligenceMachine learningEmbeddingDeep learningF1 scoreModalitiesRelational databaseStatistical relational learningIntensive care unitTransfer of learningData miningMedicineMortalityICURelational LearningElectronic Health RecordsEmbeddingsLstmCovid-19Heterogeneous Graph Model

Sustainable Development Goals

SDG 0: Good health and well-being