grant
COMPASS: A comprehensive mobile precision approach for scalable solutions in mental health treatment
Organization UNIVERSITY OF MICHIGAN AT ANN ARBORLocation ANN ARBOR, UNITED STATESPosted 1 Jul 2024Deadline 30 Apr 2029
NIHUS FederalResearch GrantFY2026AccelerationAddressAdoptedAdoptionAlgorithmsAmericanAppointmentBehaviorBehavioralCaringCell Communication and SignalingCell PhoneCell SignalingCellular PhoneCellular TelephoneClinicClinicalClinical MarkersClinical TrialsCognition TherapyCognitive PsychotherapyCognitive TherapyCognitive treatmentComplexDataData Coordinating CenterData Coordination CenterData SourcesDevelopmentDiagnosticDimensionsDrugsEffectivenessEmotionalEnsureEvaluationFAIR dataFAIR guiding principlesFAIR principlesFindable, Accessible, Interoperable and Re-usableFindable, Accessible, Interoperable, and ReusableGenetic Data BanksGenetic Data BasesGenetic DatabanksGenetic DatabasesGenetic Information DatabasesGenomicsGoalsHealth Care SystemsIndividualInfrastructureInterventionIntracellular Communication and SignalingLeadMachine LearningMeasuresMedicationMental HealthMental Health ServicesMental HygieneMental Hygiene ServicesMethodsMichiganMindfulness ApproachMindfulness TherapyMindfulness TrainingMindfulness TreatmentMindfulness-based ApproachMindfulness-based TherapyMindfulness-based TrainingMindfulness-based TreatmentMobile PhonesModelingOut-patientsOutcomeOutpatientsParticipantPatientsPb elementPerceptionPersonalized medical approachPersonsPharmaceutical PreparationsPhysical activityPositionPositioning AttributePrediction of Response to TherapyPsychiatryPsychological HealthPsychotherapyPublic HealthQOLQuality of lifeRandomizedRecommendationRecordsRecoverySamplingSignal TransductionSignal Transduction SystemsSignalingSleepSpecialtyStreamSurvey InstrumentSurveysSymptom BurdenTechnologyTestingTimeTranslatingValidationWorkalleviate symptomameliorating symptomanalytical toolbehavior measurementbehavior predictionbehavioral measurebehavioral measurementbehavioral predictionbiological signal transductionbody sensorbody worn sensorclinical biomarkersclinically useful biomarkerscognitive behavior interventioncognitive behavior modificationcognitive behavior therapycognitive behavioral interventioncognitive behavioral modificationcognitive behavioral therapycognitive behavioral treatmentcohortcommunity advisory boardcommunity advisory committeecommunity advisory panelcomputer based predictiondata diversitydata harmonizationdata sharingdecrease symptomdesigndesigningdevelopmentaldigital interventiondigital therapeuticsdigital therapydigital treatmentdisabilitydiverse datadrug/agentevidence baseexperiencefewer symptomsgenomic datagenomic datasetharmonized dataheavy metal Pbheavy metal leadhigh dimensional dataiPhoneimprove symptomimprovedimproved outcomeindividualized approachindividualized predictionsinnovateinnovationinnovativeinnovative technologiesmachine based learningmachine learned algorithmmachine learning algorithmmachine learning based algorithmmedical specialtiesmental health caremobile computingmobile platformmobile technologymultidimensional datamultidimensional datasetspatient populationpatient responsepatient specific responsepersonalization of treatmentpersonalized approachpersonalized medicinepersonalized predictionspersonalized therapypersonalized treatmentprecision approachpredict therapeutic responsepredict therapy responsepredictive modelingpreferenceprogramsrandomisationrandomizationrandomly assignedrecruitreduce symptomsrelieves symptomsresearch studyresponseresponsive patientsmart phonesmartphonesocial engagementsocial involvementsocial participationsymptom alleviationsymptom improvementsymptom reductionsymptom reliefsymptomatic improvementtailored approachtherapy predictiontooltreatment predictiontreatment response predictiontreatment trialvalidationswearablewearable biosensorwearable devicewearable electronicswearable sensorwearable sensor technologywearable systemwearable technologywearable toolwearables
Description preview
Matching patients to the treatment most effective for them can accelerate recovery and meaningfully
reduce the growing burden of mental health conditions. Key barriers to tailoring care are the lack of objective
data that can predict treatment response and effective approaches to translate data to improved clinical
outcomes. As a result, many…
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