Biostatistics and Data Management Core
Biostatistics and Data Management Core
批准号:
10672929
负责人:
Dana L Tudorascu
金额:
$56.84万
依托单位国家:
美国
项目类别:
财政年份:
2004
资助国家:
美国
项目状态:
未结题
起止时间:
2004-12-01 至 2027-04-30
关键词:
AgingAlzheimer&aposs DiseaseAlzheimer&aposs disease related dementiaAreaBiological MarkersBiometryBloodCerebrovascular DisordersClinicalCognitiveCollaborationsCollectionDataData AnalysesData ElementData FilesData SetDatabase Management SystemsDatabasesDevelopmentDisease PathwayDisease ProgressionDoctor of PhilosophyEarly identificationEnsureEtiologyFacultyFutureGoalsImageImpaired cognitionIndividualInformation SystemsInstructionLeadLinear RegressionsMachine LearningMagnetic Resonance ImagingMeasuresMethodologyMethodsMissionModalityNeurobehavioral ManifestationsOutcomeParticipantPathogenesisPathologicPersonsPlayPopulationPositron-Emission TomographyPostdoctoral FellowPreparationPreventionProcessProgram Research Project GrantsPsychiatryPublishingReportingReproducibilityResearchResearch PersonnelResearch SupportResourcesRestRoleScientistSeriesSourceSpecific qualifier valueStatistical Data InterpretationStatistical MethodsStatistical ModelsStudentsTestingThickTrainingTraining and EducationUniversitiesWorkastrogliosisburden of illnessclinical translationcohortcomputer sciencecomputerized data processingdata integrationdata managementdata resourcedesigndistributed dataexperiencegraduate studenthigh dimensionalityimaging biomarkerinterestlectureslongitudinal analysismeetingsmid-career facultymild cognitive impairmentneuroimagingnext generationprogramsstatisticstheories
中文摘要
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英文摘要
BDM Core Summary/Abstract
The Biostatistics and Data Management (BDM) Core will be responsible to provide PPG4
projects and investigators with a broad range of statistical and data management expertise. The
BDM Core will be responsible for creating, maintaining and seamlessly integrating all collected
data (clinical, imaging, biomarkers) in this PPG4, as well as the statistical analysis proposed for
each project (correlations, linear regression, path analysis, longitudinal analysis, high-
dimensional associations). The BDM core will closely work with the PPG4 Investigators and
provide datasets and analysis for each specific hypothesis and will provide investigators with
datasets upon request in a format that is easy to use with any statistical analysis program. The
BDM Core will work closely with the Imaging Biomarkers Methodology (IBM) Core to facilitate
the efficient transfer of raw and processed PET and MR images and imaging outcomes
(measures of cortical thickness, regional volumes, and cerebrovascular disease burden) so that
the BDM Core can provide data analysis as well as interpretation and dissemination of
associations related to imaging outcomes. Similarly, the BDM core will facilitate the integration
of the rest of the outcomes (that are not-high-dimensional), cognitive, blood, etc. collected from
the other cores to be integrated in the database and used in subsequent analyses. BDM Core
will hold weekly Core meetings to discuss data integration in the database, data requests,
analysis plans as well as general methodology issues as they arise. The BDM Core will provide
training to students, post-doctoral fellows, and faculty in data analysis with focus on analysis
methods used in the PPG. In addition, the BDM core will organize monthly seminars with a
focus on specific topics with instructional purposes for graduate students and postdocs involved
in the PPG4.
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Core G: Biostatistics and Data Management
-
批准号:10037882
-
项目类别:
-
资助金额:$209.8万
-
财政年份:2020
-
负责人:Dana L Tudorascu
-
依托单位:
Core G: Biostatistics and Data Management
-
批准号:10264841
-
项目类别:
-
资助金额:$194.25万
-
财政年份:2020
-
负责人:Dana L Tudorascu
-
依托单位:
Core G: Biostatistics and Data Management
-
批准号:10667592
-
项目类别:
-
资助金额:$194.74万
-
财政年份:2020
-
负责人:Dana L Tudorascu
-
依托单位:
Core G: Biostatistics and Data Management
-
批准号:10454258
-
项目类别:
-
资助金额:$194.74万
-
财政年份:2020
-
负责人:Dana L Tudorascu
-
依托单位:
Statistical methods to improve reproducibility and reduce technical variability in heterogeneous multimodal neuroimaging studies of Alzheimer’s Disease
-
批准号:10390304
-
项目类别:
-
资助金额:$59.3万
-
财政年份:2019
-
负责人:Dana L Tudorascu
-
依托单位:
Statistical methods to improve reproducibility and reduce technical variability in heterogeneous multimodal neuroimaging studies of Alzheimer’s Disease
-
批准号:10132225
-
项目类别:
-
资助金额:$58.34万
-
财政年份:2019
-
负责人:Dana L Tudorascu
-
依托单位:
Statistical methods to improve reproducibility and reduce technical variability in heterogeneous multimodal neuroimaging studies of Alzheimer’s Disease
-
批准号:9795495
-
项目类别:
-
资助金额:$61.98万
-
财政年份:2019
-
负责人:Dana L Tudorascu
-
依托单位:
Statistical methods to improve reproducibility and reduce technical variability in heterogeneous multimodal neuroimaging studies of Alzheimer’s Disease
-
批准号:10605189
-
项目类别:
-
资助金额:$63.44万
-
财政年份:2019
-
负责人:Dana L Tudorascu
-
依托单位:
Biostatistics and Data Management Core
-
批准号:10410727
-
项目类别:
-
资助金额:$57.48万
-
财政年份:2004
-
负责人:Dana L Tudorascu
-
依托单位: