Multisensory Integration and Cortical Plasticity in Cochlear Implant Users
Multisensory Integration and Cortical Plasticity in Cochlear Implant Users
批准号:
10683175
负责人:
Ansley Kunnath
金额:
$3.28万
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:
未结题
起止时间:
2022-09-01 至 2027-08-31
关键词:
AdultAffectAgeAmericanAuditoryAuditory areaBehavioralBrainBrain regionClinicalClinical DataCochlear ImplantsCochlear implant procedureComplementComprehensionCueing for speechCuesDataDevicesElectrodesElectroencephalographyEnvironmentExhibitsFellowshipFutureHearingIndividualInterventionLaboratory FindingMachine LearningMagnetic Resonance ImagingMeasuresModalityModelingMorphologic artifactsNeurosciencesOperative Surgical ProceduresOtolaryngologyOutcomePatientsPatternPerceptionPerformancePersonsPhoneticsPhysiciansPlayPositioning AttributePredictive FactorProceduresResearchRoleScientistSensorineural Hearing LossSensorySensory ProcessSpeechSpeech PerceptionStandardizationStimulusSuperior temporal gyrusTimeVisualVisual Cortexaudiovisual speechdeafdeafnessdisabilityexpectationexperimental studyfunctional near infrared spectroscopyhearing impairmenthearing restorationimplantationimprovedinnovationinsightinterestmachine learning modelmachine learning prediction algorithmmultisensoryneural correlateneuroimagingneuroprosthesisnormal hearingnovelpredictive modelingpredictive toolspreimplantationprognostic valuerandom forestregression algorithmresponsesensory cortexsensory integrationspeech recognitionspeech synthesissuccesssupport vector machinesurgery outcometheoriesvisual performancevisual processingvisual speech
中文摘要
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英文摘要
ABSTRACT
Hearing loss is a major cause of disability that affects over 48 million Americans. Cochlear implants (CIs) are
neuroprosthetic devices that allow people with profound hearing loss to recover hearing and speech
comprehension. However, CI surgery outcomes are highly variable and difficult to predict, which creates a
challenge for clinicians to guide patient decisions and expectations. Speech recognition is a multisensory
process. Although it is known that visual speech cues can improve auditory speech recognition, the visual and
audiovisual abilities of CI users have not been well characterized before and after cochlear implantation. In my
preliminary data, I show that pre-implantation visual and audiovisual speech recognition predicts post-
implantation auditory speech recognition, suggesting that multisensory integration may play an
underappreciated role in CI outcomes. In the proposed experiments, I will explore changes in visual and
audiovisual performance following CI surgery through a battery of sensory experiments (Aim 1). I will also
assess the neural correlates of any behavioral changes using an innovative approach by simultaneously
recording electroencephalography (EEG) and functional near-infrared spectroscopy (fNIRS) responses over
time (Aim 2). Finally, I will identify pre-implantation factors that predict post-implantation speech recognition
and synthesize these data into a prediction model using machine learning (Aim 3). Through the experiments
proposed in this fellowship application, I will comprehensively characterize the longitudinal changes in sensory
perception and cortical organization following cochlear implantation. I will also use these findings to develop a
novel clinical tool for predicting CI outcomes. The proposed plan integrates my research interests in auditory
neuroscience with my clinical interests in otolaryngology, and it will set me up for success as a future
physician-scientist.
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Multisensory Integration and Cortical Plasticity in Cochlear Implant Users
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批准号:10613020
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项目类别:
-
资助金额:$3.19万
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财政年份:2022
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负责人:Ansley Kunnath
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依托单位:
海外基金