2023
A pipeline for the retrieval and extraction of domain-specific information with application to COVID-19 immune signatures
Newton A, Chartash D, Kleinstein S, McDougal R. A pipeline for the retrieval and extraction of domain-specific information with application to COVID-19 immune signatures. BMC Bioinformatics 2023, 24: 292. PMID: 37474900, PMCID: PMC10357743, DOI: 10.1186/s12859-023-05397-8.Peer-Reviewed Original ResearchConceptsDomain-specific informationDocument embeddingsSVM classifierSemi-structured representationsTraining setWeb-based formKnowledge repositoryInformation modelAutomatic analysisClassifier predictionsClassifierSignature informationAutomated systemBiomedical publicationsPaper authorsEmbeddingIncomplete information modelLiterature miningIterative processSpecific informationSuch informationInformationLimited setSetQueries
2018
CEDAR
Musen M, Sansone S, Cheung K, Kleinstein S, Crafts M, Schürer S, Graybeal J. CEDAR. 2018, 427-428. DOI: 10.1145/3184558.3186200.Peer-Reviewed Original ResearchPublic repositoriesScientific data setsLibrary of templatesData annotationExperimental metadataRelevant datasetsMetadataWeb-based methodsOnline datasetsOwn devicesRepositoryDatasetData setsAuthoringScientific ontologyMajor research projectOntologyRetrievalResearch projectAnnotationLack of standardizationScientific communityTechnologyTemplateSet