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Assessing the transportability of clinical prediction models for cognitive impairment using causal models

medRxiv(2022)10.1101/2022.03.01.22271617Source: DataRank Database

Assessing the transportability of clinical prediction models for cognitive impairment using causal models is a research paper published in medRxiv (2022). On theSindex it has a DataRank of 0.

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (2 grants)OA: greenTopics (33)IDs (PubMed, OpenAlex)SDGs (2)

FAIR Checklist

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Findable (1/2)

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Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

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Authors (5)

Marco Piccininni ORCID,Tobias Kurth ORCID,Stefan Konigorski ORCID,the Alzheimer’s Disease Neuroimaging Initiative,Jana Fehr ORCID

Live enrichment

PubMed:21097893 OpenAlex:https://openalex.org/W4214901861

Canadian Institutes of Health Research

Grant: unidentified

unidentified

National Institutes of Health

Grant: 1U01AG024904-01

Alzheimers Disease Neuroimaging Initiative

greenLicense: cc-by-nd

repositoryhttps://www.medrxiv.org/content/medrxiv/early/2022/03/30/2022.03.01.22271617.full.pdf

GREENhttps://www.medrxiv.org/content/medrxiv/early/2022/03/30/2022.03.01.22271617.full.pdf

repositoryhttps://www.medrxiv.org/content/medrxiv/early/2022/03/30/2022.03.01.22271617.full.pdf

publisherhttps://syndication.highwire.org/content/doi/10.1101/2022.03.01.22271617

repositoryhttps://doi.org/10.1101/2022.03.01.22271617

Fields of Study

Dementia and Cognitive Impairment ResearchBlood Pressure and Hypertension StudiesHealth, Environment, Cognitive AgingMedicineComputer Science01 natural sciences03 medical and health sciences0302 clinical medicine0101 mathematics

Keywords

CalibrationPredictive modellingReceiver operating characteristicComputer scienceMachine learningPsychologyArtificial intelligenceStatisticsMathematicsddc:610Medicine (General)Models, StatisticalDAGResearchHasso-Plattner-Institut für Digital Engineering GmbHPrognosisClinical risk predictionTransportabilityCausalityBenchmarkingR5-920HumansCognitive DysfunctionAlzheimer’s Disease

Sustainable Development Goals

SDG 0: Peace, Justice and strong institutionsSDG 0: Reduced inequalities