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Limitations of receiver operating characteristic curve on imbalanced data: Assist device mortality risk scores

Journal of Thoracic and Cardiovascular Surgery(2021)10.1016/j.jtcvs.2021.07.041Source: DataRank Database

Limitations of receiver operating characteristic curve on imbalanced data: Assist device mortality risk scores is a research paper published in Journal of Thoracic and Cardiovascular Surgery (2021). On theSindex it has a DataRank of 0. It has been cited 57 times.

N/A

0DataRank · unranked

Scored on demand from live citation data

Open Access57 citations

Cite:

Linked data & code

Limitations of ROC on Imbalanced Data: Evaluation of LVAD Mortality Risk Scores · arXiv

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (1 grants)OA: bronzeTopics (14)Linked Datasets (1)DataCite Reuse (1)IDs (PubMed, PMC)

FAIR Checklist

Context only (not used in score)

Findable (2/2)

Has DOI
Indexed in repositories

Accessible (1/2)

Open Access

Interoperable (2/2)

DataCite relations
Linked datasets

Reusable (0/3)

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Authors (3)

Rema Padman ORCID,James F. Antaki ORCID,Faezeh Movahedi ORCID

Live enrichment

PubMed:34446286 PMC:PMC8800945

NHLBI NIH HHS

Grant: R01 HL122639

bronzeLicense: http://www.elsevier.com/open-access/userlicense/1.0/

publisherhttp://www.jtcvs.org/article/S0022522321011405/pdf

publisherhttps://api.elsevier.com/content/article/PII:S0022522321011405?httpAccept=text/xml

publisherhttps://api.elsevier.com/content/article/PII:S0022522321011405?httpAccept=text/plain

repositoryhttps://arxiv.org/pdf/2010.16253

repositoryhttps://www.ncbi.nlm.nih.gov/pmc/articles/8800945

MeSH Terms

HumansHeart-Assist DevicesRegistriesRisk FactorsRetrospective StudiesROC CurveMiddle AgedFemaleMaleHeart Failure

Keywords

ROCImbalanced DataLvadPrc

Limitations of ROC on Imbalanced Data: Evaluation of LVAD Mortality Risk Scores

10.48550/arxiv.2010.16253arXiv