grant
Automated Coding of Exposure Therapy Quality using Natural Language Processing
Organization EMMA PENDLETON BRADLEY HOSPITALLocation Riverside, UNITED STATESPosted 12 Apr 2024Deadline 31 Jan 2028
NIHUS FederalResearch GrantFY202521+ years oldAI systemAccelerationAddressAdherenceAdultAdult HumanAfter CareAfter-TreatmentAftercareAgeAgreementAnxietyAreaArtificial IntelligenceClassificationClinicalClinical TrialsCodeCoding SystemCognition TherapyCognitive PsychotherapyCognitive TherapyCognitive treatmentCommunitiesComputer ReasoningDataData SetDiagnosisEmpathyEthnic OriginEthnicityEvidence based interventionExposure toFamilyFeedbackFutureGenderGoalsHumanIncentivesInternationalInvestigatorsLaboratoriesMachine IntelligenceManualsMeasurementMeasuresMental Health ServicesMental Hygiene ServicesMethodsMissionModelingModern ManMonitorNIMHNational Institute of Mental HealthNatural Language ProcessingOutcomePatientsPolicy MakerPredictive ValueProceduresProcessProviderPsychotherapyPublic HealthRaceRacesRandomizedRandomized, Controlled TrialsResearchResearch PersonnelResearchersSBIRSamplingService settingSeveritiesSmall Business Innovation ResearchSmall Business Innovation Research GrantStrategic PlanningSystematicsTechniquesTechnologyTestingTrainingTranslationsValidationWorkYouthYouth 10-21access to health careaccessibility of health careaccessibility to health careadulthoodagesanxiety treatmentcare outcomesclinical carecognitive behavior interventioncognitive behavior modificationcognitive behavior therapycognitive behavioral interventioncognitive behavioral modificationcognitive behavioral therapycognitive behavioral treatmentcommunity settingcostdeep learningdeep learning methoddeep learning strategydesigndesigningeffective therapyeffective treatmenthealth care accesshealth care availabilityhealth care outcomeshealth care service accesshealth care service availabilityimplementation effortsimplementation toolimprovedinnovateinnovationinnovativelife spanlifespanmental health carenatural language understandingnovelpatient subclasspatient subclusterpatient subgroupspatient subpopulationspatient subsetspatient subtypespost treatmentpractice settingprototyperacialracial backgroundracial originrandomisationrandomizationrandomized control trialrandomly assignedresearch studystandard measuretheoriestooltranslationusabilityvalidationsyouth age
Description preview
Project Summary
Quality monitoring is essential in psychotherapy clinical trials and for supporting the use of evidence-based
interventions (EBI) in mental health service settings, but few are available, and these require costly and
laborious procedures. Without pragmatic, specific measures of quality, it is impossible to know whether key
quality…
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