2024
Leveraging artificial intelligence to reduce diagnostic errors in emergency medicine: Challenges, opportunities, and future directions
Taylor R, Sangal R, Smith M, Haimovich A, Rodman A, Iscoe M, Pavuluri S, Rose C, Janke A, Wright D, Socrates V, Declan A. Leveraging artificial intelligence to reduce diagnostic errors in emergency medicine: Challenges, opportunities, and future directions. Academic Emergency Medicine 2024, 32: 327-339. PMID: 39676165, PMCID: PMC11921089, DOI: 10.1111/acem.15066.Peer-Reviewed Original ResearchClinical decision supportEmergency departmentArtificial intelligencePatient safetyDiagnostic errorsImplementing AIImprove patient safetyClinical decision support systemsEnhance patient outcomesReducing diagnostic errorsLeverage artificial intelligenceEmergency medicineHealth careTargeted educationReduce cognitive loadQuality improvementEmergency cliniciansData retrievalReal-time insightsDecision supportPatient outcomesCognitive overloadInformation-gathering processPatient detailsCliniciansKamino: A Scalable Architecture to Support Medical AI Research Using Large Real World Data
Lin F, Young P, He H, Huang J, Gagne R, Rice D, Price N, Byron W, Hu Y, Felker D, Button W, Meeker D, Hsiao A, Xu H, Torre C, Schulz W. Kamino: A Scalable Architecture to Support Medical AI Research Using Large Real World Data. 2024, 00: 500-504. DOI: 10.1109/ichi61247.2024.00072.Peer-Reviewed Original ResearchElectronic health recordsAI researchNatural language processing tasksElectronic health record dataLanguage processing tasksComputing resource managementLarge-scale data retrievalMedical AI researchLeveraging electronic health recordsStandard data modelKubernetes orchestratorScalable architectureProcessing tasksResource allocation systemsSecurity considerationsAccess managementData retrievalData modelArchitectural solutionsOMOP CDMReal World DataWorld dataHealth recordsOMOPDataStandardizing Multi-site Clinical Note Titles to LOINC Document Ontology: A Transformer-based Approach.
Zuo X, Zhou Y, Duke J, Hripcsak G, Shah N, Banda J, Reeves R, Miller T, Waitman L, Natarajan K, Xu H. Standardizing Multi-site Clinical Note Titles to LOINC Document Ontology: A Transformer-based Approach. AMIA Annual Symposium Proceedings 2024, 2023: 834-843. PMID: 38222429, PMCID: PMC10785935.Peer-Reviewed Original Research
2021
LinkedImm: a linked data graph database for integrating immunological data
Bukhari SAC, Pawar S, Mandell J, Kleinstein SH, Cheung KH. LinkedImm: a linked data graph database for integrating immunological data. BMC Bioinformatics 2021, 22: 105. PMID: 34433410, PMCID: PMC8385794, DOI: 10.1186/s12859-021-04031-9.Peer-Reviewed Original ResearchConceptsGraph databaseGraph-based query languageVisual graph query interfacesNoSQL database technologyHeterogeneous biological dataWeb-based dashboardQuery interfaceQuery languageDatabase technologyGraph dataSQL databaseData retrievalData integrationMultiple data typesBiomedical domainNatural languageData typesUsersBiological dataMultiple sourcesScalable methodDatabaseLanguageMetadataSystems biology studies
2019
A linked data graph approach to integration of immunological data
Bukhari SAC, Mandell J, Kleinstein SH, Cheung KH. A linked data graph approach to integration of immunological data. 2024 IEEE International Conference On Bioinformatics And Biomedicine (BIBM) 2019, 00: 1742-1749. PMID: 34707915, PMCID: PMC8547546, DOI: 10.1109/bibm47256.2019.8982986.Peer-Reviewed Original ResearchGraph databaseDatabase technologyGraph-based query languageNatural language query interfaceNoSQL database technologyGraph-based databasesNeo4j graph databaseSQL database technologyHeterogeneous biological dataWeb-based dashboardQuery interfaceQuery languageData retrievalData integrationMultiple data typesBiological databasesData repositoryData typesResponse measurement dataGraph approachPathway dataData setsUsersBiological dataScalable method
2013
Identifying Appropriate Reference Data Models for Comparative Effectiveness Research (CER) Studies Based on Data from Clinical Information Systems
Ogunyemi O, Meeker D, Kim H, Ashish N, Farzaneh S, Boxwala A. Identifying Appropriate Reference Data Models for Comparative Effectiveness Research (CER) Studies Based on Data from Clinical Information Systems. Medical Care 2013, 51: s45-s52. PMID: 23774519, DOI: 10.1097/mlr.0b013e31829b1e0b.Peer-Reviewed Original ResearchConceptsObservational Medical Outcomes PartnershipData modelInformation lossData elementsStandard data modelReference data modelCommon data modelClinical Data Interchange Standards ConsortiumDomain groupsClinical information systemsMinimal information lossInstitution-specific informationSemantic interoperabilityData warehouseData dictionaryData retrievalInformation systemsAnalysis data modelQualitative metricsReuse opportunitiesCommon formatResearch communityStandardized vocabularyStandards ConsortiumElectronic exchange
1998
Data Extraction and Ad Hoc Query of an Entity—Attribute—Value Database
Nadkarni P, Brandt C. Data Extraction and Ad Hoc Query of an Entity—Attribute—Value Database. Journal Of The American Medical Informatics Association 1998, 5: 511-527. PMID: 9824799, PMCID: PMC61332, DOI: 10.1136/jamia.1998.0050511.Peer-Reviewed Original ResearchConceptsElectronic patient record systemQuery problemAd-Hoc QueriesReal-time retrievalPatient record systemData warehousingEntity attributesComplex subproblemsData retrievalQueriesValue databaseRecord systemSuch systemsRetrievalValue tablePatient dataFront endAttributesMetadataWarehousingDatabaseUsersData extractionSubproblemsIndividual attributes
1997
QAV: querying entity-attribute-value metadata in a biomedical database
Nadkarni P. QAV: querying entity-attribute-value metadata in a biomedical database. Computer Methods And Programs In Biomedicine 1997, 53: 93-103. PMID: 9186046, DOI: 10.1016/s0169-2607(97)01815-4.Peer-Reviewed Original ResearchConceptsData retrievalClient-server applicationsGraphical front endSet-based queriesMetadata repositorySQL statementsData organizationKnowledge representationBiomedical databasesRetrievalProduction applicationsFront endQueriesServerMetadataDatabaseUsersRepositoryDatasetApplicationsRelation formRepresentation
This site is protected by hCaptcha and its Privacy Policy and Terms of Service apply