grant

Project 1 - HEARTSPOT: Evaluating a Machine Learning System to Aid Decision-Making in the Emergency Department for Patients with ADRD

Organization NATIONAL BUREAU OF ECONOMIC RESEARCHLocation CAMBRIDGE, UNITED STATESPosted 1 Feb 1997Deadline 31 Aug 2029
NIHUS FederalResearch GrantFY20253-D3-Dimensional3DAD related dementiaADRDAI systemAccident and Emergency departmentAdverse ExperienceAdverse eventAlgorithmsAlzheimer's and related dementiasAlzheimer's dementia and related dementiaAlzheimer's dementia or related dementiaAlzheimer's disease and related dementiaAlzheimer's disease and related disordersAlzheimer's disease or a related dementiaAlzheimer's disease or a related disorderAlzheimer's disease or related dementiaAlzheimer's disease patientAlzheimer's disease related dementiaAlzheimer's patientAmentiaAmericanArtificial IntelligenceBehaviorBenefits and RisksBypassCardiacCardiac CatheterizationCardiac Catheterization ProceduresCaringCell Communication and SignalingCell SignalingChest PainCholesterolClinicalCognitive DisturbanceCognitive ImpairmentCognitive declineCognitive function abnormalCollaborationsComplement 1Complement component C1ComplexComputer ReasoningComputerized Medical RecordDataData SetDecision AidDecision AnalysisDecision MakingDementiaDiagnosisDisturbance in cognitionED PhysicianED patientER patientER physicianEffectivenessElderlyElectronic Health RecordElectronic Medical RecordElementsEmergency DepartmentEmergency Department PhysicianEmergency Department patientEmergency PhysicianEmergency Room patientEmergency roomEmergency room physicianEngineeringEnvironmentEthnic OriginEthnicityEvaluationEventExperimental DesignsFaceGoalsHealthHealth CareHealth Care ProvidersHealth PersonnelHealth systemHeart CatheterizationHeart Catheterization ProcedureHistoryHospitalsHumanHypertensionImpaired cognitionInsertion of catheter into heart chamberInterviewIntracellular Communication and SignalingLearningLengthLinkMachine IntelligenceMachine LearningMeasuresMedicalMedical HistoryMethodsModern ManNatural Language ProcessingNauseaOlder PopulationOperative ProceduresOperative Surgical ProceduresOutcomePatient PreferencesPatient outcomePatient riskPatient-Centered OutcomesPatient-Focused OutcomesPatientsPatternPersonal Medical HistoryPersonal Medical History EpidemiologyPersonsPhysiciansPopulationProtocolProtocols documentationProviderRaceRacesRandomizedRandomized, Controlled TrialsRapid diagnosticsRecommendationRecording of previous eventsReportingResearchResearch ResourcesResourcesRiskRisk FactorsShortness of BreathSignal TransductionSignal Transduction SystemsSignalingStentsSurgicalSurgical InterventionsSurgical ProcedureSymptomsSystemTestingTimeTrainingTrustVascular Hypertensive DiseaseVascular Hypertensive DisorderVisitWorkWritingacute coronary syndromeacute symptomadoption by clinicianadoption by health care providersadoption by physicianadoption by provideradvanced ageanalytical toolaugmented intelligencebiological signal transductionclinical decision-makingclinician adoptionclinician behaviorco-morbidco-morbiditycognitive dysfunctioncognitive losscomorbiditydesigndesigningdisparity in caredisparity in health careelderly patientelectronic health care recordelectronic health medical recordelectronic health plan recordelectronic health registryelectronic medical health recordfacesfacialgeriatrichealth assessmenthealth care disparityhealth care inequalityhealth care inequityhealth care personnelhealth care workerhealth providerhealth workforcehigh blood pressurehigh riskhistorieshyperpiesiahyperpiesishypertensive diseasehypertensive disorderimprovedindexingindividual patientinformation gatheringinnovateinnovationinnovativeinsightintelligent algorithmintervention effectmachine based learningmachine learning based prediction modelmachine learning based predictive modelmachine learning predictionmachine learning prediction modelmedical personnelmortalitynatural language understandingolder groupsolder individualsolder patientolder personpatient living with Alzheimer's diseasepatient oriented outcomespatient populationpatient suffering from Alzheimer's diseasepatient with Alzheimer'spatient with Alzheimer's diseasephysician adoptionphysician behaviorpressureprogramsprovider adoptionprovider behaviorprovider-level adoptionracialracial backgroundracial originrandomisationrandomizationrandomized control trialrandomly assignedrisk prediction algorithmrisk prediction modelrisk sharingrural arearural locationrural regionsenior citizensmart algorithmsupport toolssurgerythree dimensionaltooltreatment providerunstructured dataurban areaurban locationurban region
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OTHER PROJECT INFORMATION – Project Summary/Abstract
Project 1: HEARTSPOT: Evaluating a Machine Learning System to Aid Decision-Making in the

Emergency Department for Patients with ADRD

The HEARTSPOT project seeks to improve accuracy in the treatment of acute coronary syndrome (ACS) for

patients with Alzheimer’s disease and related dementias…

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