Improving Rural Access to Pediatric Healthcare with Accurate Telehealth Diagnosis of Acute Otitis Media using Smartphone Acoustic Reflectometry
Improving Rural Access to Pediatric Healthcare with Accurate Telehealth Diagnosis of Acute Otitis Media using Smartphone Acoustic Reflectometry
批准号:
10600672
负责人:
Judson Heugel
金额:
$93.28万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2022
资助国家:
美国
项目状态:
已结题
起止时间:
2022-09-25 至 2024-06-30
关键词:
AcousticsAcuteAffectAgeAgreementAlgorithmsCalibrationCaregiversCaringCellular PhoneChildChildhoodClinicClinic VisitsClinicalClinical ResearchCommunitiesComputerized Medical RecordDataDetectionDevicesDiagnosisDiagnosticDigital Signal ProcessingEarExternal auditory canalFaceFeesGoalsGrantHandHealth Insurance Portability and Accountability ActHealthcareHomeImageInfrastructureInvestmentsLegal patentLettersModelingNoiseOtitis MediaOtolaryngologistOtoscopesOutcomePaperParentsPathway interactionsPatientsPerforationPersonsPhasePhysiciansPriceProcessProviderRuralRural CommunityRural PopulationScanningSensitivity and SpecificityServicesSignal TransductionSmall Business Innovation Research GrantSpecificitySpeech DelaySystemTechniquesTechnologyTelemedicineTelephoneTestingTimeTympanic membraneUnderserved PopulationVisitaccurate diagnosisagedapplication programming interfacebasecommercial applicationcostcost effectivedigitalear infectionelectric impedancehealth care availabilityhearing impairmentimprovedinterestmachine learning algorithmmicrophonemiddle ear fluidsmartphone Applicationsoundtelehealthtoolvirtual
中文摘要
点击翻译按钮获取中文摘要
英文摘要
PROJECT SUMMARY
Acute otitis media (AOM) is a leading cause of pediatric visits each year, affecting 85% of children under the
age of 3. There are 18 million annual doctor visits due to suspected AOM, which today are challenging to
conduct over telehealth because diagnosis traditionally requires an in-person physical exam. This is
particularly problematic for rural children who can’t easily access healthcare services leading to possible
complications from under-treatment (hearing loss, speech delay, eardrum perforation). Current telehealth
services lack technology to successfully conduct a middle ear fluid exam, the key finding of the physical exam
for an AOM. Wavely Diagnostics is developing a smartphone-based tool for lay users that accurately detects
middle ear fluid during a telehealth visit. Our technology uses acoustic reflectometry—an impedance-based
technique that reflects sound chirps off the eardrum—paired with machine learning algorithms to determine
middle ear fluid status. In this Direct to Phase II SBIR project, the specific aims are: 1) develop an in-field
calibration process to drive compatibility across smartphones, 2) clinically demonstrate accuracy of middle ear
fluid detection with device as compared to physician assessment, 3) develop a HIPAA-compliant Wavely
Application Programing Interface (API) to integrate with a telemedicine platform, and 4) validate the clinical
utility of Wavely Middle Ear Fluid Scanner for diagnosing AOM in a telemedicine setting. The expected
outcome of this proposal is a Middle Ear Fluid Scanner for AOM detection that will be ready for widescale use
by telehealth services supporting rural populations. Given the ubiquity of smartphones across all communities,
recent rise in telehealth usage particularly in rural communities where significant investment is being made in
broadband services, and the critical need for accurate remote diagnostics, our proposed system has the
potential to significantly improve healthcare access for the 13.4 million children in rural communities.
期刊论文(0)
专著(0)
科研奖励(0)
会议论文
Improving Rural Access to Pediatric Healthcare with Accurate Telehealth Diagnosis of Acute Otitis Media using Smartphone Acoustic Reflectometry
-
批准号:10710056
-
项目类别:
-
资助金额:$85.98万
-
财政年份:2022
-
负责人:Judson Heugel
-
依托单位:
海外基金