SBIR PHASE I - TOPIC 426 - TOOLS AND TECHNOLOGIES FOR VISUALIZING MULTI-SCALE DATA
SBIR PHASE I - TOPIC 426 - TOOLS AND TECHNOLOGIES FOR VISUALIZING MULTI-SCALE DATA
批准号:
10494300
负责人:
RONI CHOUHURY
金额:
$40.0万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2021
资助国家:
美国
项目状态:
已结题
起止时间:
2021-09-16 至 2022-06-15
关键词:
ArchitectureAtlasesBiologicalCellsClientComplexComputersCoupledCustomDataDevelopmentDiseaseGenomicsGeographyHealthcareHistologicInternetLinkMalignant NeoplasmsMethodsOnline SystemsPhasePopulationProcessResearch PersonnelResourcesSemanticsSideSmall Business Innovation Research GrantSoftware FrameworkSystemTechnologyTissuesTreatment ProtocolsVisualizationWorkanticancer researchbasedesigneffectiveness evaluationheterogenous datainterestmultiscale dataopen sourceopen source toolprogramstool
中文摘要
这项工作使得能够以交互式数据图集的形式共享复杂的信息。该地图集使研究人员能够将大型异构数据组织成一种可以通过Web浏览器轻松查看、探索、分析和传播的形式,即使数据分布在多台计算机和云资源上。特别是,该图谱被设计为表示跨多个尺度的生物数据,范围从地理上分散的人口信息,通过组织的组织切片,细胞分割和基因组信息。通过将这些数据尺度结合到一个易于导航的图谱中,医疗保健研究人员将能够对癌症的发展产生新的理解,并最终为疾病的治疗创造新的治疗方案和疗法。拟议的工作建立在现有的,经过验证的开源工具,以创建一个新的软件框架,以提供多尺度语义缩放,再加上交互式方法,以可视化和处理选定的感兴趣区域的数据。
英文摘要
This work enables the sharing of complex information in the form of an interactive data atlas. The atlas enables researchers to organize large, heterogeneous data into a form that can be easily viewed, explored, analyzed, and disseminated through a web browser, even when the data is distributed across multiple computers and cloud resources. In particular, the atlas is designed to represent biological data across multiple scales, ranging from geographically dispersed population information, through histological sections of tissue, cell segmentations, and genomic information. By combining these data scales into an easy-to-navigate atlas, healthcare researchers will be able to develop new understandings of the development of cancer, and ultimately create new treatment protocols and therapies for the treatment of the disease. The proposed work builds upon existing, proven open source tools to create a new software framework to provide multi-scale semantic zoom, coupled with interactive methods to visualize and process data in selected regions of interest.
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