CorBand: A novel wearable wrist sensor for heart failure remote monitoring
CorBand: A novel wearable wrist sensor for heart failure remote monitoring
批准号:
9335418
负责人:
Reza Naima
金额:
$49.01万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2014
资助国家:
美国
项目状态:
已结题
起止时间:
2014-08-01 至 2019-07-31
关键词:
AddressAlgorithmsAmbulatory CareAwardBostonCaliforniaCardiacCardiovascular systemCaregiversCaringClinicalClinical assessmentsCloud ServiceComplementControl GroupsControlled StudyDataDecision ModelingDevelopmentDevicesDiagnosisDiagnosticDoctor of PhilosophyEdemaElectronicsEmergency department visitEngineeringEnrollmentEventFollow-Up StudiesFundingFutureGoalsHealthHealth Care CostsHealthcare SystemsHeartHeart RateHeart failureHome environmentHospitalizationHospitalsIndividualLeadLiquid substanceMachine LearningMasksMedicalMedicareMethodsMonitorMulticenter StudiesMulticenter TrialsOffice VisitsPatient CarePatient MonitoringPatientsPeripheralPharmaceutical PreparationsPhasePhotoplethysmographyPhysiciansPhysiologic MonitoringPhysiologicalPopulationPreventive careQuality of CareQuality of lifeRandomizedRandomized Controlled TrialsResearchResearch DesignResearch InfrastructureResearch PersonnelRespirationRiskSan FranciscoScientistSignal TransductionSingle-Blind StudySmall Business Innovation Research GrantSpecialistTechnologyTelemetryTestingTimeTissuesUniversitiesWorkWristclinical decision-makingcloud basedcostcost effectivenesscost efficientdesignhealth care serviceheart rate variabilityhemodynamicsimplantable deviceimprovedindexingmonitoring devicenovelprediction algorithmpredictive modelingpreventprogramsprototypesensortreatment as usualtreatment group
中文摘要
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英文摘要
ReThink Medical, Inc. proposes to develop an ambulatory version of the physiologic monitoring technology it
validated in Phase I, the CorBand. The CorBand is designed to track key physiologic parameters that are
predictive of cardiac decompensation, to detect the early stages of decompensation, and to relay both the
physiologic data and generated alerts to relevant caregivers with the end goal of reducing hospitalizations by
enabling proactive/preventative care in the heart failure population. Heart failure effects 5.8 million individuals
in the US and the costs associated are approaching $40 billion annually. This technology will not only improve
the quality of life for heart failure patients, but also help to reduce this massive burden on the US healthcare
system. Our long term objective is to help drive the transformation from the reactive pay-for-service healthcare
paradigm to one that puts emphasis on preventative care through health monitoring technologies. Our specific
aims include (1) manufacturing a robust version of the device for use in two large, long term, ambulatory
studies. It will be validated using patients who have cardiac implantable electronic devices (CIEDs). Heart
rate (HR), heart rate variability (HRV), activity levels, and fluid index derived from the CorBand will be
compared with data collected from CIEDs manufactured by Medtronic and Boston Scientific and analyzed for
correlation. (2) The CorBand will be deployed in a large ambulatory population of HF patients. We will collect
the patient's clinical notes and note hospitalization events along with remote physiologic data from the
CorBand. We will use this data to further build a predictive model for cardiac decompensation using a number
of machine learning approaches. In aim (3), we will perform a controlled study on a population of HF patients.
All the subjects will wear the CorBand; we will use the data from half the subjects to predict decompensation
events, provide that information to subject's caregiver in order to provide preventative care. The other half will
receive usual care. We will then examine the number of HF related hospitalizations in both groups to evaluate
the ability of the CorBand to reduce hospitalizations.
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会议论文
ReThink HF: A novel multi-parameter sensor for heart failure remote monitoring
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批准号:8782282
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项目类别:
-
资助金额:$18.83万
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财政年份:2014
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负责人:Reza Naima
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依托单位:
海外基金