grant
Addressing Disparities in Out-of-Hospital Cardiac Arrest: Utilization of Health-Related Social Needs and Predictive Analytics to Improve Clinical Outcomes
Organization ICAHN SCHOOL OF MEDICINE AT MOUNT SINAILocation NEW YORK, UNITED STATESPosted 1 Sept 2024Deadline 31 Aug 2029
NIHUS FederalResearch GrantFY2025AI language modelsAccess to CareAddressAdmissionAdmission activityAffectAlgorithmsAreaBlackBlack raceCardiac CatheterizationCardiac Catheterization ProceduresCaringCessation of lifeCharacteristicsClinicalConsumptionDataData ScienceData SetDeathDevelopmentDevelopment PlansDisparitiesDisparityElectronic Health RecordEmergency MedicineFacultyGoalsHealthHealth CareHealth Insurance for Aged and Disabled, Title 18Health Insurance for Disabled Title 18Health Services AccessibilityHealth systemHeart CatheterizationHeart Catheterization ProcedureHospital AdmissionHospital MortalityHospitalizationHospitalsHousingImplantable Cardioverter-DefibrillatorsImplantable DefibrillatorsIn-house MortalitiesIndividualInformation RetrievalInformation extractionInhospital MortalityInsertion of catheter into heart chamberInterventionInvestigatorsKnowledgeLeadershipManualsMath ModelsMediationMedicalMedicareMentorshipMethodologyMethodsModelingNational Institutes of HealthNatural Language ProcessingNegotiatingNegotiationNeighborhoodsNeurologic outcomeNeurological outcomeOutcomePatient CarePatient Care DeliveryPatientsPerformancePersonsPhysiciansPositionPositioning AttributePredictive AnalyticsPrincipal InvestigatorPublic HealthR-Series Research ProjectsR01 MechanismR01 ProgramRacial SegregationResearchResearch GrantsResearch PersonnelResearch Project GrantsResearch ProjectsResearchersResuscitationRoleScientistTechniquesTemperatureTestingTimeTitle 18TrainingTransformer language modelTransportationUnited StatesUnited States National Institutes of HealthValidationWorkaccess to health servicesaccess to servicesaccess to transportationaccess to treatmentaccessibility to health servicesartificial intelligence language modelsavailability of servicesbeneficiarycare accesscare for patientscare of patientscareercareer developmentcaring for patientsclinical careclinical predictorscohortcommunity settingcomputer based predictiondetermine efficacydevelopmentalefficacy analysisefficacy assessmentefficacy determinationefficacy evaluationefficacy examinationelectronic health care recordelectronic health medical recordelectronic health plan recordelectronic health registryelectronic medical health recordevaluate efficacyexamine efficacyexperiencefood insecurityhazardhealth assessmenthealth equityhealth insurance for disabledhealth service accesshealth services availabilityhousing instabilityimprovedinnovateinnovationinnovativeinstably housedlack of stable housinglarge language modellarge scale language modelmachine learned algorithmmachine learning algorithmmachine learning based algorithmmassive scale language modelsmathematic modelmathematical modelmathematical modelingmortalitymultidisciplinarynatural language understandingnovelout-of-hospital cardiac arrestout-of-hospital sudden cardiac arrestpredictive modelingprospectivere-admission riskreadmission riskresidenceresidential buildingresidential siteservice availabilityskillssocialsocial rolesurvival predictiontransportation accesstreatment accessunstable housingunstably housedvalidations
Description preview
PROJECT SUMMARY
The overarching goal of this K08 research project is for Dr. Ethan Abbott, principal investigator (PI), to
establish himself as an independent physician-scientist whose research addresses healthcare-related
disparities and improves survival for out-of-hospital cardiac arrest (OHCA) patients. He has prepared with
assistance of his…
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