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Concurrent imputation and prediction on EHR data using bi-directional GANs

PubMed(2021)10.1145/3459930.3469512Source: DataRank Database

Concurrent imputation and prediction on EHR data using bi-directional GANs is a research paper published in PubMed (2021). On theSindex it has a DataRank of 0. It has been cited 27 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access27 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (5 grants)Impact (FWCI 3.08)OA: greenTopics (16)IDs (PubMed, PMC, OpenAlex)Annotations (1)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 (4)

Thao-Ly T. Phan ORCID,H. Timothy Bunnell ORCID,Rahmatollah Beheshti ORCID,Mehak Gupta ORCID

Live enrichment

PubMed:34604866 PMC:PMC8482531 OpenAlex:https://openalex.org/W3192221070

National Institute of General Medical Sciences

Grant: 5P20GM113125-05

National Institutes of Health

Grant: 3P20GM103446-20S1

Long Term Predictive Models of Childhood Obesity

NIGMS NIH HHS

Grant: P20 GM113125

NICHD NIH HHS

Grant: K23 HD083439

NIGMS NIH HHS

Grant: P20 GM103446

FWCI

3.08

Citation Percentile

0.9%

Citation Trend

2021

2022

2023

2024

2025

2026

greenLicense: https://www.acm.org/publications/policies/copyright_policy#Background

repositoryhttps://www.ncbi.nlm.nih.gov/pmc/articles/8482531

https://doi.org/10.1145/3459930.3469512

repositoryhttps://pubmed.ncbi.nlm.nih.gov/34604866

repositoryhttp://europepmc.org/pmc/articles/PMC8482531

Fields of Study

Machine Learning in HealthcareTime Series Analysis and ForecastingGenerative Adversarial Networks and Image Synthesis0202 electrical engineering, electronic engineering, information engineering02 engineering and technology

Keywords

Imputation (statistics)DiscriminatorMissing dataComputer scienceData miningGenerator (circuit theory)Artificial intelligenceMachine learningElectronic Health RecordRecurrent Neural NetworkAdversarial Training

Sustainable Development Goals

SDG 0: Reduced inequalities