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An explainable machine learning approach using contemporary UNOS data to identify patients who fail to bridge to heart transplantation

Frontiers in Cardiovascular Medicine(2024)10.3389/fcvm.2024.1383800Source: DataRank Database

An explainable machine learning approach using contemporary UNOS data to identify patients who fail to bridge to heart transplantation is a research paper published in Frontiers in Cardiovascular Medicine (2024). On theSindex it has a DataRank of 0. It has been cited 2 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access2 citations

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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 0.25)OA: goldTopics (22)IDs (PubMed, PMC, OpenAlex)SDGs (2)

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)

Bai Chen ORCID,Maisara Bledsoe,Benjamin Shickel ORCID,Mohammad Al‐Ani ORCID,Mamoun Mardini ORCID

Live enrichment

PubMed:38832313 PMC:PMC11144884 OpenAlex:https://openalex.org/W4398132741

National Institutes of Health

Grant: 5UL1TR001427-08

Together: Transforming and Translating Discovery to Improve Health

FWCI

0.25

Citation Percentile

0.4%

Citation Trend

2025

2026

goldLicense: cc-by

journalhttps://www.frontiersin.org/articles/10.3389/fcvm.2024.1383800/pdf?isPublishedV2=False

publisherhttps://www.frontiersin.org/articles/10.3389/fcvm.2024.1383800/pdf?isPublishedV2=False

publisherhttps://www.frontiersin.org/articles/10.3389/fcvm.2024.1383800/full

journalhttps://doi.org/10.3389/fcvm.2024.1383800

repositoryhttps://pubmed.ncbi.nlm.nih.gov/38832313

Fields of Study

Mechanical Circulatory Support DevicesTransplantation: Methods and OutcomesCardiac Valve Diseases and Treatments03 medical and health sciences0302 clinical medicine

Keywords

Bridge (graph theory)Heart transplantationTransplantationMedicineBridge to transplantationIntensive care medicineCardiologyArtificial intelligenceComputer scienceInternal medicineMachine LearningIntra-aortic Balloon PumpImpellaUnosRC666-701Diseases of the circulatory (Cardiovascular) systemCardiovascular Medicine

Sustainable Development Goals

SDG 3: 3. Good healthSDG 0: Good health and well-being