grant
7/7-PsycheMERGE: Advancing Precision Psychiatry
Organization GEISINGER CLINICLocation DANVILLE, UNITED STATESPosted 16 Sept 2024Deadline 31 May 2029
NIHUS FederalResearch GrantFY2025AI based methodAI systemAcademic Medical CentersAcuteAddressAffective DisordersAlgorithmsArtificial IntelligenceAttitudeAwarenessBasic ResearchBasic ScienceBig DataBigDataBiologyBiomedical ResearchBipolar 1Bipolar Affective PsychosisBipolar DisorderBipolar IClinicalClinical DataCommunitiesComputer ReasoningCountryDataDevelopmentDiagnosisDiagnosticDifferential DiagnosisDiseaseDisorderEarly DiagnosisEarly treatmentEffectivenessEmotional DepressionEnvironmentEquityEthicsFundingGWA studyGWASGenesGeneticGenomicsGoalsGrantHealth Care SystemsHealth systemIndividualInfrastructureInvestigatorsLabelLearningLeftLife StyleLifestyleMachine IntelligenceMachine LearningManic-Depressive PsychosisMapsMedicalMedical InformaticsMedical RecordsMental disordersMental health disordersMethodsMidwestMidwest U.S.Midwest USMidwestern United StatesMissionModelingMood DisordersMorbidityMorbidity - disease rateNIMHNational Institute of Mental HealthOutcomePatientsPatternPerformancePhenotypePopulationPredicting RiskPrediction of Response to TherapyPreventionProcessPsychiatric DiagnosisPsychiatric DiseasePsychiatric DisorderPsychiatryRecordsResearch PersonnelResearchersSamplingScienceScientistSightSiteStandardizationStrategic PlanningTestingTimeTrainingTranslational ResearchTranslational ScienceTranslationsUnited StatesUniversity Medical CentersUpdateValidationVisionWorkacceptability and feasibilityalgorithm traininganti-depressant agentanti-depressant drugsanti-depressantsanti-depressive agentsartificial intelligence methodbiobankbiorepositorybipolar affective disorderbipolar diseasebipolar illnessbipolar mood disordercausal allelecausal genecausal mutationcausal variantcausative mutationcausative variantclinical applicabilityclinical applicationclinical decision supportclinical practicedata privacydepression symptomdepressivedepressive symptomsdevelopmentaldisabilityearly detectionearly therapyeffective therapyeffective treatmentethicalexperiencefederated learningforecasting riskgene-based diagnosticsgenetic analysisgenetic associationgenetic diagnosticsgenetic-focused diagnosticgenome scalegenome wide associationgenome wide association scangenome wide association studygenome-widegenomewidegenomewide association scangenomewide association studygenomic datagenomic datasetimprovedindividual heterogeneityindividual variabilityindividual variationinnovateinnovationinnovativelarge scale datalarge scale data setslarge scale datasetsmachine based learningmachine learned algorithmmachine learning algorithmmachine learning based algorithmmanic depressive disordermanic depressive illnessmembermental illnessmortalitynetwork modelsnovelpolygenic predictorspolygenic scoresprecision medicineprecision-based medicinepredict responsivenesspredict riskpredict riskspredict therapeutic responsepredict therapy responsepredicted riskpredicted riskspredicting responsepredicting riskspredictive riskpredicts riskprivacy preservationpsychiatric illnesspsychological disorderresponseresponse to therapyresponse to treatmentrisk predictionrisk predictionssocial health determinantsstatisticssuccesssupport toolstherapeutic responsetherapy predictiontherapy responsetooltransfer learningtranslationtranslation researchtranslational investigationtreatment predictiontreatment responsetreatment response predictiontreatment responsivenessvalidationsvisual functionwhole genome association analysiswhole genome association study
Description preview
PROJECT SUMMARY
Psychiatric disorders remain a leading cause of disability in the US and are associated with increased morbidity
and mortality. Early detection and treatment is essential to improving long-term outcomes, yet a substantial
proportion of patients with psychiatric complaints experience long diagnostic odysseys before receiving an…
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