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Wireless withdrawal detection and monitoring system for neonatal abstinence syndrome.

Wireless withdrawal detection and monitoring system for neonatal abstinence syndrome.
新生儿戒断综合征无线戒断检测和监测系统。
批准号:
10661085
负责人:
Shiva Sharareh
金额:
$128.48万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2020
资助国家:
美国
项目状态:
已结题
起止时间:
2020-07-01 至 2024-06-30
关键词:
AccelerometerAcousticsAdultAgreementAlgorithmsAmbulatory MonitoringAreaArtificial Intelligence platformBehavioralBiochemicalBiomechanicsBiosensing TechniquesBiosensorBirthBody TemperatureBusinessesCaliforniaCaregiversCaringChargeChildClassificationClinicalClinical TrialsCollaborationsCommercial gradeCryingDataData AnalyticsDehydrationDetectionDevelopmentDevicesDiagnosisDrug InteractionsEatingEventFamilyFundingGalvanic Skin ResponseHealthHealth PersonnelHealth ProfessionalHeart RateHospital CostsHospitalsImageInfantInnovation CorpsIntellectual PropertyInterventionInterviewInvestigationIsraelLength of StayMarketingMeasuresMechanicsMedical Care CostsMedical centerMethodsMinorMonitorMotionMulticenter StudiesMuscleNeonatalNeonatal Abstinence SyndromeNeonatal Intensive Care UnitsNewborn InfantNursesNursing AssessmentOpiate AddictionOxygenPatient-Focused OutcomesPatientsPediatric HospitalsPediatricsPharmaceutical PreparationsPharmacological TreatmentPhasePhysician ExecutivesPhysiologicalProceduresProcessProductionPulse OximetryReportingRiskRunningSalesSeizuresServicesSeveritiesSkinSleepSubstance Withdrawal SyndromeSweatingSympathetic Nervous SystemSymptomsSystemTabletsTemperatureTestingTimeToxic effectTremorUnited StatesUnited States National Institutes of HealthUniversitiesValidationWithdrawalbiophysical propertiescare costscommercializationcostdeep learningdigitaldigital assessmentefficacy evaluationexperienceflexibilityhandheld mobile deviceimprovedinnovationinterestmachine learning modelmonitoring deviceneonatal careneonatenovelopioid exposureopioid withdrawalpatient portalprenatal exposureprogramsprototypepsychologicreal time monitoringresponsesafety assessmentsensorstandard of caresuccesstherapy durationtooltreatment responsetreatment riskverification and validationvisual learningwearable devicewearable monitorwearable sensor technologyweb serviceswireless

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PROJECT SUMMARY Neonatal abstinence syndrome (NAS) is an opioid withdrawal syndrome that develops shortly after birth to in utero-exposed neonates. The cost of NAS is high: newborns with NAS are typically receive care in the Neonatal Intensive Care Unit (NICU), where the daily cost of care is high. Nearly 22,000 infants are born with NAS each year at a cost of $1.5 billion 1. Moreover, medication-based interventions for the treatment of NAS, used in up to 80% of opioid-exposed infants, carry their own risks of toxicity and drug interactions 2. Despite the medical cost, high societal impact of NAS, and the risks of treatment, the tools to assess the severity of NAS can be subjective and suffer from examiner bias 3. There is an urgent need for innovative new methods to diagnose NAS and assess the efficacy of responses to treatment. Flexible, low-cost wearable devices (worn on the skin) that can report measures of systemic biochemical and biomechanical processes offer a simple and economical solution. In NAS, surges of sympathetic nervous system activity produce increased heart rate, skin conductance, unstable temperature, and tremor. These manifest in increased infant sweating, seizures, tremors, unstable body temperature, and more—events that must continually monitored and assessed by nurses. The unsupervised, objective detection/quantification of the bodily response of neonates suffering from NAS could drive the development of new, objective scoring tools that can guide the initiation, intensity, and duration of therapies for NAS2. Such tools could significantly reduce medical costs and improve patient outcomes by reducing patient time in NICU, reducing nurse load, improving outpatient monitoring, and helping to assist in the optimization of patient treatments. Critically, we believe such a tool may be able to objectively capture events that may go unnoticed by nurses or while the infant is sleeping (minor tremors, poor oxygenation, temperature fluctuations, dehydration). This proposal seeks to develop, assess, and commercialize interlinked, infant-targeted wearable biosensor- systems capable of automated digital scoring, continuously monitoring the biochemical, psychological and environmental to biophysical parameters of opioid-dependent neonates while providing suggestive treatment for NAS. Our team and partners have outstanding experience in all areas necessary to this investigation to develop a commercial grade wearable wristband monitoring kit that includes: (1) infant wearable wristband, (2) imaging camera (3) recharging station, (4) tablet app, and (5) patient portal tailored for professional healthcare providers. Our business unit has extensive NIH funded experience in wearable biosensing, in the detection of sympathetic nervous system activity in opioid withdrawal, pediatrics, business development, and intellectual property. Our academic partners have broad experience in novel biosensor development.
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Wireless withdrawal detection and monitoring system for neonatal abstinence syndrome.
  • 批准号:
    10013069
  • 项目类别:
  • 资助金额:
    $22.5万
  • 财政年份:
    2020
  • 负责人:
    Shiva Sharareh
  • 依托单位:
Wireless withdrawal detection and monitoring system for neonatal abstinence syndrome.
  • 批准号:
    10304777
  • 项目类别:
  • 资助金额:
    $5.5万
  • 财政年份:
    2020
  • 负责人:
    Shiva Sharareh
  • 依托单位:
海外基金