grant
Harnessing Artificial Intelligence and Deep Learning to Determine a Coronary Artery Calcium Estimate in Patients with No History of AtheroSclerotic CardioVascular Disease (HIDDEN-ASCVD) Study
Organization KAISER FOUNDATION RESEARCH INSTITUTELocation Oakland, UNITED STATESPosted 27 Sept 2025Deadline 31 Aug 2029
NIHUS FederalResearch GrantFY202521+ years oldAI systemASCVDAccuracy of DiagnosisAdultAdult HumanAlgorithmsAmericanAnxietyApoplexyArtificial IntelligenceAtherosclerosisAtherosclerotic Cardiovascular DiseaseBehaviorBehavioral SciencesBrain Vascular AccidentCAT scanCT X RayCT XrayCT imagingCT scanCVD preventionCalciumCaliforniaCardiacCardiac arteryCardiac infarctionCardiovascular DiseasesCaringCerebral StrokeCerebrovascular ApoplexyCerebrovascular StrokeColoring AgentsCommunicationComputed TomographyComputer ReasoningCoronary arteryData ScienceDepositDepositionDetectionDiagnosticDyesECGEKGElectrocardiogramElectrocardiographyEligibilityEligibility DeterminationEpidemiologyEthnic GroupEthnic PeopleEthnic PopulationEthnic individualEthnicity PeopleEthnicity PopulationEventEvidence based programFocus GroupsFutureGuidelinesHealthHealth Care SystemsHealth PromotionHealth systemHeart arteryHistoryImageIntegrated Health Care SystemsInterventionKnowledgeMachine IntelligenceMeasuresMedicineMethodsModelingMyocardial InfarctMyocardial InfarctionNatural Language ProcessingNotificationOutcomeParticipantPatient CompliancePatientsPerformancePersonsPopulation HeterogeneityPreventionPreventivePrimary PreventionProtocol ScreeningProviderRacial GroupRandomization trialRandomizedRandomized, Controlled TrialsRecommendationRecording of previous eventsRegimenReportingResearchResearch DesignRiskRoleSalutogenesisScanningSeveritiesStrokeStudy TypeSurvey InstrumentSurveysTaxesTestingTomodensitometryTranslatingWorkX-Ray CAT ScanX-Ray Computed TomographyX-Ray Computerized TomographyXray CAT scanXray Computed TomographyXray computerized tomographyadulthoodarmatheromatosisatherosclerotic diseaseatherosclerotic vascular diseasebehavior changebehavior influencebehavioral influencebrain attackburden of diseaseburden of illnesscardiac disease preventioncardiac infarctcardiovascular disease preventioncardiovascular disordercardiovascular disorder preventioncare as usualcatscancerebral vascular accidentcerebrovascular accidentchest CTchest computed tomographycohortcomputed axial tomographycomputer programcomputer programmingcomputer tomographycomputerized axial tomographycomputerized tomographycontrast CTcontrast enhancedcontrast enhanced CTcontrast enhanced computed tomographycoronary artery calciumcoronary attackcoronary calciumcoronary infarctcoronary infarctiondeep learningdeep learning algorithmdeep learning methoddeep learning strategydesigndesigningdiagnostic accuracydisease burdendisparity in healthdiverse populationsepidemiologicepidemiologicalethnic diversityethnic subgroupethnically diverseethnicity groupevidence baseexperiencehealth disparityheart attackheart infarctheart infarctionheterogeneous populationhigh riskhistoriesimagingimprovedimproved outcomeindividualized strategiesinnovateinnovationinnovativeintegrated health systemintegrated system of careintervention effectmarginalizationmarginalized groupmarginalized individualmarginalized peoplemarginalized populationmembermultiphase optimization strategynatural language understandingnon-contrast CTnoncontrast CTnoncontrast computed tomographypatient adherencepatient cooperationpersonalized strategiespopulation diversitypreventpreventingprimary care providerprimary outcomeprogramspromoting healthproviders from primary careproviders of primary careracial diversityracial populationracial subgroupracially diverserandomisationrandomizationrandomized control trialrandomized trialrandomly assignedscreeningscreening programscreeningssecondary outcomeself supervisedself supervised learningself supervisionshared decision makingsocial rolestrokedstrokesstudy designtheoriestreatment as usualtrial designusual carevalidation studies
Description preview
PROJECT SUMMARY/ ABSTRACT
Data science advances have led to the emergence of opportunistic imaging screening – applying algorithms to
screen for conditions from imaging performed for other purposes. Opportunistic screening for coronary artery
calcium (CAC) is an ideal test case. CAC is the strongest predictor of atherosclerotic cardiovascular…
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