2024
Automating literature screening and curation with applications to computational neuroscience
Ji Z, Guo S, Qiao Y, McDougal R. Automating literature screening and curation with applications to computational neuroscience. Journal Of The American Medical Informatics Association 2024, 31: 1463-1470. PMID: 38722233, PMCID: PMC11187430, DOI: 10.1093/jamia/ocae097.Peer-Reviewed Original ResearchComputational neuroscienceLanguage modeling techniquesNatural language processingDomain-specific resourcesComputational neuroscience approachNeuroscience workMetadata annotationsModel discoveryLanguage processingComputing elementsNeuron modelModelDBMetadataRelevant metadataStandardized metadataAuthor submission
2018
Automated Metadata Suggestion During Repository Submission
McDougal RA, Dalal I, Morse TM, Shepherd GM. Automated Metadata Suggestion During Repository Submission. Neuroinformatics 2018, 17: 361-371. PMID: 30382537, PMCID: PMC6494730, DOI: 10.1007/s12021-018-9403-z.Peer-Reviewed Original ResearchConceptsMetadata annotationMetadata tagsData providersAmount of dataDifferent text sourcesUser data entryData uploaderKnowledge discoveryText sourcesRelevant metadataMetadataHigh recallInformatics resourcesAnnotation schemeResearch communityData entryAnnotationBioinformatics resourcesDiscovery resourcesLow precisionMinimal costResourcesTagsModelDBUpload