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Empirically-derived synthetic populations to mitigate small sample sizes

Journal of Biomedical Informatics(2020)10.1016/j.jbi.2020.103408Source: DataRank Database

Empirically-derived synthetic populations to mitigate small sample sizes is a research paper published in Journal of Biomedical Informatics (2020). On theSindex it has a DataRank of 0. It has been cited 14 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access14 citations

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datarank_citation_only_1hop_v6· scope data_onlyMethodology

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Enrichment:Funding (5 grants)Impact (FWCI 1.65)OA: greenTopics (41)IDs (PubMed, PMC, OpenAlex)Annotations (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 (6)

Anders Berglund ORCID,Michael J. Schell ORCID,Thomas A. Sellers ORCID,Steven A. Eschrich ORCID,John Heine ORCID

Live enrichment

PubMed:32173502 PMC:PMC7839232 OpenAlex:https://openalex.org/W3011155930

NCI NIH HHS

Grant: P30 CA076292

NCI NIH HHS

Grant: R01 CA114491

National Institutes of Health

Grant: 1R01CA114491-01A2

An Automated System for Breast Cancer Biomarker Analysis

H. Lee Moffitt Cancer Center and Research Institute

National Institutes of Health

FWCI

1.65

Citation Percentile

0.8%

Citation Trend

2021

2022

2023

2025

2026

greenLicense: CC BY NC ND

repositoryhttps://www.ncbi.nlm.nih.gov/pmc/articles/7839232

BRONZEhttps://doi.org/10.1016/j.jbi.2020.103408

repositoryhttps://www.ncbi.nlm.nih.gov/pmc/articles/7839232

publisherhttps://api.elsevier.com/content/article/PII:S1532046420300368?httpAccept=text/xml

publisherhttps://api.elsevier.com/content/article/PII:S1532046420300368?httpAccept=text/plain

Fields of Study

demographic modeling and climate adaptationStatistical Methods and Bayesian InferenceBayesian Methods and Mixture ModelsMedicineComputer ScienceMathematics03 medical and health sciences0302 clinical medicine0101 mathematics01 natural sciencesCase-Control StudiesHumansPrincipal Component AnalysisResearch DesignSample Size

MeSH Terms

HumansResearch DesignCase-Control StudiesSample SizePrincipal Component Analysis

Keywords

Spurious relationshipReplicatePrincipal component analysisMathematicsSample size determinationStatisticsStatisticCategorical variableSynthetic dataKernel density estimationComputer sciencePattern recognition (psychology)Artificial intelligenceDifferential EvolutionOverfittingSynthetic Data GenerationDistance To The Model In X-spaceResearch DesignCase-Control StudiesSample SizeHumans