Improving usage of the Aphasia Research Cohort (ARC) repository
改善失语症研究队列 (ARC) 存储库的使用
基本信息
- 批准号:10786684
- 负责人:
- 金额:$ 23.34万
- 依托单位:
- 依托单位国家:美国
- 项目类别:
- 财政年份:2016
- 资助国家:美国
- 起止时间:2016-04-01 至 2026-03-31
- 项目状态:未结题
- 来源:
- 关键词:AddressAphasiaAwardBrain InjuriesBreedingClinicalClinical DataCollaborationsCommunitiesComputer softwareComputersDataData AnalysesData SetDatabasesDependenceEducationEnsureEnvironmentFAIR principlesFaceFeedbackFundingGoalsGuidelinesImageImpairmentIncidenceIndividualInstructionInterventionLesionLife StyleMRI ScansMachine LearningMaintenanceMapsMasksMeasuresMethodsMissionModelingNatural SelectionsPerformancePersonsPopulationPreventive measureProblem SolvingProcessPropertyRecoveryReportingReproducibilityResearchResearch MethodologyResearch PersonnelResource SharingScanningScientistSeminalSeriesStrokeTRUST principlesTechnical ExpertiseTerminologyTrainingTranslatingUnited States National Institutes of HealthVisualizationWalkingWorkanalysis pipelineaphasia recoverybrain healthclinical predictorsclinically relevantcohortdata repositorydiagnostic valuedisabilitydistributed dataexpectationexperienceflexibilityimage processingimaging modalityimprovedinnovationinteroperabilitylanguage impairmentneuroimagingneuroimaging markernovelopen sourceopen source toolprognostic valuerepositoryresiliencestatisticsstroke survivorsurvivorshiptool
项目摘要
Project Summary/Abstract
The Center for the Study of Aphasia Recovery (C-STAR) explores recovery from language
impairments following stroke. Over the course of the last 18 years, through both internally
supported and NIH-funded awards, this database has grown to include over 5700 MRI scans
from 250 stroke survivors. This trove of data is publicly accessible to researchers and scientists
around the world via the OpenNeuro NIH-supported biomedical data repository known as the
Aphasia Recovery Cohort (ARC). Historically, clinical neuroimaging has been analyzed by
small, siloed teams like our own, who have developed specialized tools to handle the unusual
properties of clinical data. Our objective is to develop a framework that will allow scientists
around the world to process and analyze clinical neuroimaging datasets to make new
discoveries. By creating a pipeline that handles the common pitfalls, experts from other domains
can contribute innovative solutions, creating a virtuous feedback cycle. Our framework will also
help other clinical teams share and exploit their datasets, easing compliance with resource
sharing plans and exploiting large distributed datasets. By increasing compliance with FAIR
(Findable, Accessible, Interoperable, and Re-usable) principles, we will increase the ability of
researchers to examine not only our stroke data, but also stroke data from other repositories.
Specifically, we will leverage NeuroDesk, an online platform preinstalled with image-processing
software to disseminate a novel stroke-specific processing and analysis package, lesionPrep,
which will facilitate usage of the ARC and similar datasets.
项目总结/摘要
失语症恢复研究中心(C-STAR)探索语言恢复
中风后的损伤在过去的18年里,通过内部
支持和NIH资助的奖项,这个数据库已经发展到包括超过5700个MRI扫描
从250名中风幸存者身上研究人员和科学家可以公开访问这些数据
通过OpenNeuro NIH支持的生物医学数据存储库(称为
失语症恢复队列(ARC)。从历史上看,临床神经影像学分析是通过
像我们这样的小型孤立团队,他们开发了专门的工具来处理不寻常的
临床数据的属性。我们的目标是建立一个框架,
处理和分析临床神经影像数据集,
发现。通过创建一个处理常见陷阱的管道,
可以贡献创新的解决方案,创造一个良性的反馈循环。我们的框架还将
帮助其他临床团队共享和利用其数据集,简化资源合规性
共享计划和利用大型分布式数据集。通过提高对FAIR的遵守程度
(可查找、可解释、可互操作和可重用)原则,我们将提高
研究人员不仅要检查我们的中风数据,还要检查来自其他存储库的中风数据。
具体来说,我们将利用NeuroDesk,这是一个预装图像处理的在线平台
软件传播一种新的中风特异性处理和分析包,lesionPrep,
这将促进ARC和类似数据集的使用。
项目成果
期刊论文数量(0)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
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JULIUS FRIDRIKSSON其他文献
JULIUS FRIDRIKSSON的其他文献
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{{ truncateString('JULIUS FRIDRIKSSON', 18)}}的其他基金
Center for the Study of Aphasia Recovery (C-STAR)
失语症康复研究中心 (C-STAR)
- 批准号:
10672777 - 财政年份:2016
- 资助金额:
$ 23.34万 - 项目类别:
Center for the Study of Aphasia Recovery (C-STAR)
失语症康复研究中心 (C-STAR)
- 批准号:
10617705 - 财政年份:2016
- 资助金额:
$ 23.34万 - 项目类别:
Center for the Study of Aphasia Recovery (C-STAR)
失语症康复研究中心 (C-STAR)
- 批准号:
9083041 - 财政年份:2016
- 资助金额:
$ 23.34万 - 项目类别:
Center for the Study of Aphasia Recovery (C-STAR)
失语症康复研究中心 (C-STAR)
- 批准号:
10390284 - 财政年份:2016
- 资助金额:
$ 23.34万 - 项目类别:
Center for the Study of Aphasia Recovery (C-STAR)
失语症康复研究中心 (C-STAR)
- 批准号:
9889924 - 财政年份:2016
- 资助金额:
$ 23.34万 - 项目类别:
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