2024
Information‐incorporated sparse hierarchical cancer heterogeneity analysis
Han W, Zhang S, Ma S, Ren M. Information‐incorporated sparse hierarchical cancer heterogeneity analysis. Statistics In Medicine 2024, 43: 2280-2297. PMID: 38553996, PMCID: PMC12201913, DOI: 10.1002/sim.10071.Peer-Reviewed Original Research
2023
BioREx: Improving biomedical relation extraction by leveraging heterogeneous datasets
Lai P, Wei C, Luo L, Chen Q, Lu Z. BioREx: Improving biomedical relation extraction by leveraging heterogeneous datasets. Journal Of Biomedical Informatics 2023, 146: 104487. PMID: 37673376, DOI: 10.1016/j.jbi.2023.104487.Peer-Reviewed Original ResearchBiomedical relation extractionRelation extractionRE tasksNatural language processing researchData-centric approachKnowledge graph constructionMulti-task learningLanguage processing researchIndividual datasetsLiterature-based discoveryChemical-induced disease relationsDataset annotationDomain knowledgeTransfer learningTraining dataHeterogeneous datasetsArt methodsNovel frameworkGraph constructionFree textData heterogeneityLarge datasetsBiomedical conceptsProcessing researchDataset
2007
Interoperability Across Neuroscience Databases
Marenco L, Nadkarni P, Martone M, Gupta A. Interoperability Across Neuroscience Databases. Methods In Molecular Biology 2007, 401: 23-36. PMID: 18368358, DOI: 10.1007/978-1-59745-520-6_2.Peer-Reviewed Original ResearchConceptsHuman Brain ProjectData interoperabilityData sharingNeuroscience databasesData heterogeneityCurrent data sharingSemantic data modelDatabase interoperabilityWeb servicesMetadata repositoryRobust interoperabilityMetadata annotationData integrationData modelInteroperabilityBrain ProjectInformation frameworkNeuroscience informationIntegration mechanismsSharingConstant creationDomain changesNeuroscience initiativesServicesMultidisciplinary nature
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