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Empirical assessment of bias in machine learning diagnostic test accuracy studies

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa075Source: DataRank Database

Empirical assessment of bias in machine learning diagnostic test accuracy studies is a research paper published in Journal of the American Medical Informatics Association (2020). On theSindex it has a DataRank of 0.483. It has been cited 24 times.

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0.483DataRank · unranked

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Open Access24 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

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Enrichment:Funding (2 grants)Impact (FWCI 2.25)OA: greenTopics (42)Linked Datasets (24)DataCite Reuse (24)IDs (PubMed, PMC, OpenAlex)SDGs (1)

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Context only (not used in score)

Findable (2/2)

Has DOI
Indexed in repositories

Accessible (1/2)

Open Access

Interoperable (2/2)

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Reusable (0/3)

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DataRank Breakdown

Base Score 100%Citation Network 0%

Base Score Contribution

0.483

From this paper's citation signal

Citation Network Contribution

Citation network not refreshed for this result

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Authors (5)

Yuan Jin Tan,John P. A. Ioannidis ORCID,Ryan Crowley ORCID,Yuan Tan ORCID,Ryan J Crowley

Live enrichment

PubMed:32548642 PMC:PMC7647361 OpenAlex:https://openalex.org/W3034285309

Stanford Graduate Fellowship

Stanford Major Grant

FWCI

2.25

Citation Percentile

0.9%

Citation Trend

2020

2021

2022

2023

2024

2025

2026

greenLicense: https://academic.oup.com/journals/pages/open_access/funder_policies/chorus/standard_publication_model

repositoryhttps://www.ncbi.nlm.nih.gov/pmc/articles/7647361

publisherhttp://academic.oup.com/jamia/article-pdf/27/7/1092/34153804/ocaa075.pdf

journalhttps://doi.org/10.1093/jamia/ocaa075

repositoryhttps://pubmed.ncbi.nlm.nih.gov/32548642

Fields of Study

Artificial Intelligence in Healthcare and EducationClinical Reasoning and Diagnostic SkillsExplainable Artificial Intelligence (XAI)BiasBiomedical ResearchDiagnostic Techniques and ProceduresHumansMachine LearningPublicationsSensitivity and SpecificitySystematic Reviews as Topic

MeSH Terms

Machine LearningSystematic Reviews as TopicHumansPublicationsSensitivity and SpecificityBiasDiagnostic Techniques and ProceduresBiomedical Research

Keywords

Generalizability theoryBlindingConfidence intervalDiagnostic accuracyMedicineDiagnostic odds ratioClinical study designTest (biology)Sample size determinationResearch designMachine learningArtificial intelligenceComputer scienceStatisticsMedical physicsRandomized controlled trialPathologyClinical trialRadiologyInternal medicineSensitivity and specificityBiasDiagnostic Techniques And Procedures

Sustainable Development Goals

SDG 0: Quality Education

Additional file 10 of Trial-level characteristics associate with treatment effect estimates: a systematic review of meta-epidemiological studies

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Additional file 10 of Trial-level characteristics associate with treatment effect estimates: a systematic review of meta-epidemiological studies

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Additional file 1 of Trial-level characteristics associate with treatment effect estimates: a systematic review of meta-epidemiological studies

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Additional file 1 of Trial-level characteristics associate with treatment effect estimates: a systematic review of meta-epidemiological studies

10.6084/m9.figshare.20076602figshare

Additional file 2 of Trial-level characteristics associate with treatment effect estimates: a systematic review of meta-epidemiological studies

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Additional file 2 of Trial-level characteristics associate with treatment effect estimates: a systematic review of meta-epidemiological studies

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Additional file 3 of Trial-level characteristics associate with treatment effect estimates: a systematic review of meta-epidemiological studies

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Additional file 3 of Trial-level characteristics associate with treatment effect estimates: a systematic review of meta-epidemiological studies

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Additional file 4 of Trial-level characteristics associate with treatment effect estimates: a systematic review of meta-epidemiological studies

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Additional file 4 of Trial-level characteristics associate with treatment effect estimates: a systematic review of meta-epidemiological studies

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Additional file 5 of Trial-level characteristics associate with treatment effect estimates: a systematic review of meta-epidemiological studies

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Additional file 5 of Trial-level characteristics associate with treatment effect estimates: a systematic review of meta-epidemiological studies

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Additional file 6 of Trial-level characteristics associate with treatment effect estimates: a systematic review of meta-epidemiological studies

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Additional file 6 of Trial-level characteristics associate with treatment effect estimates: a systematic review of meta-epidemiological studies

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Additional file 7 of Trial-level characteristics associate with treatment effect estimates: a systematic review of meta-epidemiological studies

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Additional file 7 of Trial-level characteristics associate with treatment effect estimates: a systematic review of meta-epidemiological studies

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Additional file 8 of Trial-level characteristics associate with treatment effect estimates: a systematic review of meta-epidemiological studies

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Additional file 8 of Trial-level characteristics associate with treatment effect estimates: a systematic review of meta-epidemiological studies

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Additional file 9 of Trial-level characteristics associate with treatment effect estimates: a systematic review of meta-epidemiological studies

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Additional file 9 of Trial-level characteristics associate with treatment effect estimates: a systematic review of meta-epidemiological studies

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