2003
Text mining neuroscience journal articles to populate neuroscience databases
Crasto CJ, Marenco LN, Migliore M, Mao B, Nadkarni PM, Miller P, Shepherd GM. Text mining neuroscience journal articles to populate neuroscience databases. Neuroinformatics 2003, 1: 215-237. PMID: 15046245, DOI: 10.1385/ni:1:3:215.Peer-Reviewed Original ResearchConceptsNeuroscience databasesNatural language textPre-processing stepDatabase architectureLanguage textRetrieval resultsDatabase keywordsSemantic contextBibliography databasesNeuroscience articlesTest setTwo-step approachFirst stepDatabaseExpertsArchitectureSoftwareKnowledgebaseSecond stepNeuroscienceSenseLabKeywordsContinual improvementStepAccuracyAchieving Evolvable Web-Database Bioscience Applications Using the EAV/CR Framework: Recent Advances
Marenco L, Tosches N, Crasto C, Shepherd G, Miller PL, Nadkarni PM. Achieving Evolvable Web-Database Bioscience Applications Using the EAV/CR Framework: Recent Advances. Journal Of The American Medical Informatics Association 2003, 10: 444-453. PMID: 12807806, PMCID: PMC212781, DOI: 10.1197/jamia.m1303.Peer-Reviewed Original ResearchConceptsEAV/CRXML-based protocolHuman Brain ProjectDatabase supportData querySemantic descriptorsAutomatic generationNeuroscience databasesCR frameworkScientific domainsBrain ProjectInterclass relationshipsSchema maintenanceFrameworkBioscience applicationsResearch focusQueriesMetadataDatabaseUMLSUsersData extractionDifferent subsetsSchemaParticular research focus
1999
Organization of Heterogeneous Scientific Data Using the EAV/CR Representation
Nadkarni P, Marenco L, Chen R, Skoufos E, Shepherd G, Miller P. Organization of Heterogeneous Scientific Data Using the EAV/CR Representation. Journal Of The American Medical Informatics Association 1999, 6: 478-493. PMID: 10579606, PMCID: PMC61391, DOI: 10.1136/jamia.1999.0060478.Peer-Reviewed Original ResearchMeSH KeywordsDatabase Management SystemsDatabases as TopicHumansInternetMEDLINENervous SystemSemanticsSmellConceptsEAV/CRHeterogeneous scientific dataPhysical database schemaStorage of dataInterobject relationshipsDatabase schemaHeterogeneous dataMedical domainComplex objectsScientific domainsClinical patient recordsSchemaBiomedical databasesRepresentationScientific dataPatient recordsSuch purposesDatabaseValue representationDomainObjectsParadigmData