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Machine Learning and Statistical Approaches for Classification of Risk of Coronary Artery Disease using Plasma Cytokines.

Research Square(2021)10.21203/rs.3.rs-34751/v3Source: DataRank Database

Machine Learning and Statistical Approaches for Classification of Risk of Coronary Artery Disease using Plasma Cytokines. is a research paper published in Research Square (2021). 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 (1 grants)OA: greenTopics (31)IDs (PubMed, OpenAlex)SDGs (3)

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 (7)

Pankaj Nagar,Kate Townsend Creasy ORCID,Eveline O. Stock ORCID,James Feng,Mary J. Malloy ORCID

Live enrichment

PubMed:33858484 OpenAlex:https://openalex.org/W4235075069

National Institutes of Health

Grant: 2T32HL007731-26

Molecular and Cellular Basis of Cardiovascular Disease

greenLicense: cc-by

repositoryhttps://doi.org/10.21203/rs.3.rs-34751/v3

publisherhttps://www.researchsquare.com/article/rs-34751/v3

publisherhttps://www.researchsquare.com/article/rs-34751/v3.html

https://doi.org/10.21203/rs.3.rs-34751/v1

Fields of Study

Atherosclerosis and Cardiovascular DiseasesComputational Drug Discovery MethodsAdvanced Biosensing Techniques and Applications02 engineering and technology0202 electrical engineering, electronic engineering, information engineering

Keywords

Random forestCADGeneralizability theoryMachine learningCoronary artery diseaseReceiver operating characteristicMetric (unit)Artificial intelligenceComputer scienceConfidence intervalHyperparameterMedicineStatisticsInternal medicineMathematicsEngineeringOperations managementQA299.6-433k-fold cross validationResearchComputer applications to medicine. Medical informaticsR858-859.7k-NNDistance metricsMLAnalysis

Sustainable Development Goals

SDG 3: 3. Good healthSDG 0: Peace, Justice and strong institutionsSDG 0: Reduced inequalities