grant
Using Informatics and Natural Language Processing to Develop a Clinical Decision Support Tool to Improve Intimate Partner Violence Diagnosis by Dentists and Assess its Feasibility and Acceptability
Organization UNIVERSITY OF CALIFORNIA, SAN FRANCISCOLocation SAN FRANCISCO, UNITED STATESPosted 10 Jun 2024Deadline 31 May 2029
NIHUS FederalResearch GrantFY2025AI language modelsAddressAdherenceAdoptedAgeAlcohol Chemical ClassAlcoholsAmerican Dental AssociationApicalAssessment instrumentAssessment toolAwardBruiseBuccal CavityBuccal Cavity Head and NeckCase ManagementCavitas OrisClinicClinicalClinical Assessment ToolCollaborationsContusionsDataData AnalysesData AnalysisData BanksData BasesDatabanksDatabasesDecision MakingDecision TreesDedicationsDentalDental General PracticeDental RecordsDental SchoolsDentistsDevelopmentDiagnosisDocumentationDrug usageEconomicsEffectivenessElectronic Health RecordElectronicsEmergency MedicineEnsureEthnic OriginEthnicityFaceFacial InjuriesFeedbackFocus GroupsFractureGenderGrantHealth InformaticsInformaticsInjuryInstitutionInterventionInvestigatorsJawK23 AwardK23 MechanismK23 ProgramKnowledgeLacerationLettersMachine LearningManualsMental HealthMental HygieneMentored Patient-Oriented Research Career Development AwardMentored Patient-Oriented Research Career Development Award (K23)MentorsModelingModernizationMouthNIDCRNIDRNamesNational Institute of Dental ResearchNational Institute of Dental and Craniofacial ResearchNatural Language ProcessingOral SurgeonOral cavityOral healthOutcomePatient outcomePatient-Centered OutcomesPatient-Focused OutcomesPatientsPatternPersonsPhasePhysiciansPlayPredictive ValuePrevalenceProbabilistic ModelsProbability ModelsProcessProtocolProtocols documentationProviderPsychological HealthPublic Health InformaticsQOCQuality of CareRaceRacesRandom AllocationRandom SelectionRecommendationRecordsReportingResearchResearch DesignResearch MethodologyResearch MethodsResearch PersonnelResearch ResourcesResearchersResourcesRightsRoleScreening ResultScreening procedureSpecificityStatistical Data AnalysesStatistical Data AnalysisStatistical Data InterpretationStatistical ModelsStructureStudy TypeSurvey InstrumentSurveysSurvivorsTechniquesTechnologyTimeTobaccoToothTooth InjuriesTooth structureTrainingTransformer language modelTraumaUpdateVisitWorkacceptability and feasibilityagesartificial intelligence language modelsbone fracturecare providerscare seekingclinical data warehouseclinical decision supportconsumer informaticsdata basedata depositorydata integrationdata interpretationdata repositorydata set repositorydataset repositorydental healthdental practicedevelopmentaldrug useeconomicelectronicelectronic deviceelectronic health care recordelectronic health medical recordelectronic health plan recordelectronic health registryelectronic medical health recordelectronic structureempowermentexperienceface injuryfacesfacialhuman centered designimprovedinjuriesinjury to the faceinnovateinnovationinnovativeinsightintimate partner violencelarge language modellarge scale language modelmachine based learningmassive scale language modelsnamenamednamingnatural language understandingneglectorofacialpatient oriented outcomesphysical conditioningphysical healthpilot testprototyperacialracial backgroundracial originrecommended screeningresearch and methodsscreeningscreening guidelinesscreening recommendationsscreening toolsscreeningssexskillssocial rolestatistical analysisstatistical linear mixed modelsstatistical linear modelsstructured datastudy designsupport toolsteethtoolvalue based health carevalue based model of carevalue driven carevalue-based care
Description preview
Dentists may be the first and only care providers for intimate partner violence (IPV) survivors, as a significant
percentage of IPV incidents involve injuries to the face/mouth/teeth. IPV has severe consequences for survivors,
impacting their physical, mental, and oral health, and leading to long-term societal and economic repercussions.
Despite…
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