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Center for Suicide Research and Prevention - Methods Core

Center for Suicide Research and Prevention - Methods Core
自杀研究和预防中心 - 方法核心
批准号:
10575950
负责人:
Andrea S Foulkes
金额:
$143.79万
依托单位国家:
美国
项目类别:
财政年份:
2023
资助国家:
美国
项目状态:
未结题
起止时间:
2023-08-08 至 2028-05-31
关键词:
AlgorithmsBioinformaticsBiometryCalibrationClinical InformaticsClinical TrialsCollaborationsCommunitiesComplexComputer softwareDataData CollectionData ScienceDevelopmentElectronic Health RecordEngineeringEnsureEvaluationFundingGeneral HospitalsGoalsHealthcare SystemsHeartHourInformaticsInternetInterventionInvestigationLeadLeadershipLearningManuscriptsMassachusettsMedicineMethodologyMethodsMonitorMulti-Institutional Clinical TrialNational Institute of Mental HealthObservational StudyOnline SystemsPhasePilot ProjectsPlayPopulationPositioning AttributePost-Acute Sequelae of SARS-CoV-2 InfectionPredictive AnalyticsPreparationPreventionProceduresPublic Health SchoolsQuality ControlRecording of previous eventsRecurrenceReportingReproducibilityResearchResearch DesignResearch PersonnelResearch Project GrantsResourcesRisk EstimateRoleSafetySample SizeSiteStatistical Data InterpretationSuicideSuicide preventionTrainingTranslationsUnited States Department of Veterans AffairsUnited States National Institutes of HealthValidationWorkWritingalgorithm trainingbiomedical informaticscausal modelclinical decision supportclinical developmentclinical predictorsdata managementdata qualitydata resourcedesignexperiencefeature selectionfitbithigh dimensionalityimplementation strategyimprovedinnovationmachine learning methodmedical schoolsmeetingsmembernovelprediction algorithmprofessorresearch studyrisk predictionsoundstatistical and machine learningstatisticssuicidal risksupervised learningtransfer learningtreatment effectwearable devicewearable monitorweb site

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中文摘要
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英文摘要
The Methods Core (MC) will facilitate efficient and robust transdisciplinary research for the proposed Center for Suicide Prevention and Research (CSRP) through apposite application and evaluation of leading-edge statistical approaches for integrative predictive analysis of complex real-world and clinical trial data. The overriding goal of the MC is to support application and evaluation of sound statistical principles and approaches to enhance and enable novel implementation strategies for improved suicide prevention efforts. The MC team includes a distinguished team of biostatisticians and informaticians with expertise in clinical trials, statistical and machine learning methods for high-dimensional real-world data, and a clinical informatics team with expertise in development and implementation of Applications to be incorporated at the bedside. The team members have an extensive history of collaboration with investigators constituting the proposed CSRP and are extremely well-positioned to deliver (i) data collection, data synthesis and app development; (ii) support the development and conduct of CSRP research studies; (iii) develop and validate novel clinical prediction algorithms; and (iv) dissemination to the research community.
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Statistical Methods in COVID-19/PASC Clinical Research
  • 批准号:
    10584243
  • 项目类别:
  • 资助金额:
    $43.51万
  • 财政年份:
    2023
  • 负责人:
    Andrea S Foulkes
  • 依托单位:
Interactive Data Portals and Robust Analytic Tools to Wrap PASC Cohorts (iDRAW) OTA-21-015A
  • 批准号:
    10841987
  • 项目类别:
  • 资助金额:
    $3779.27万
  • 财政年份:
    2021
  • 负责人:
    Andrea S Foulkes
  • 依托单位:
Interactive Data Portals and Robust Analytic Tools to Wrap PASC Cohorts (iDRAW) OTA-21-015A
  • 批准号:
    10373610
  • 项目类别:
  • 资助金额:
    $10966.49万
  • 财政年份:
    2021
  • 负责人:
    Andrea S Foulkes
  • 依托单位:
Interactive Data Portals and Robust Analytic Tools to Wrap PASC Cohorts (iDRAW) OTA-21-015A
  • 批准号:
    10523261
  • 项目类别:
  • 资助金额:
    $209.99万
  • 财政年份:
    2021
  • 负责人:
    Andrea S Foulkes
  • 依托单位:
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