Visualization software for genomics
Visualization software for genomics
批准号:
10640081
负责人:
Ann E Loraine
金额:
$35.97万
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:
未结题
起止时间:
2021-07-01 至 2026-05-31
关键词:
AlgorithmsBig DataBioinformaticsBiological AssayBiological SciencesChargeClinicalCloud ComputingCognitiveCollaborationsCollectionCommunitiesComplexComputer softwareComputersDataFacultyGenomeGenomicsKnowledgeLearningLifeMethodsPatternPattern RecognitionPrivatizationPublic SectorResearchResearch PersonnelResourcesScientistSoftware DesignSoftware ToolsStudentsTraining ProgramsVisualVisual SystemVisualizationVisualization softwareanalytical toolcloud platformcognitive systemcomputer sciencecostdata visualizationexperimental studygenome browserimprovedinnovationlarge scale datamethod developmentnovelnovel strategiesopen sourceprogramsskillssoftware developmentstudent trainingtooltrend
中文摘要
点击翻译按钮获取中文摘要
英文摘要
To gain maximum benefit from big data in genomics, biologists need software tools that enhance our in-
born cognitive and visual faculties. Our visual and cognitive systems possess extraordinary power to
recognize patterns, and visual analytics software applications aim to enhance this ability by providing
visual, interactive interfaces to data. My research focuses on developing visual analytics tools and
associated resources for life scientists, using Integrated Genome Browser as a platform for delivery and
experimentation. Integrated Genome Browser is a fast, highly customizable, freely available open source
desktop genome browser application developed since the early 2000s that now serves thousands of
users worldwide. By developing and supporting IGB for its thousands of users, my research contributes
innovative new approaches for genome browsing that other visualization research programs can and do
build upon. During the next five years, I will continue using state-of-the-art open source software
development methods adapted to an academic setting to build and release advanced tools at low cost,
while training students in computer science and bioinformatics. First, I will continue to develop new ways
to exploit emerging public and private cloud infrastructure to meet biologists’ increasingly complex needs
for advanced visual analytics. Using commercial and free-of-charge, public sector cloud platforms, my
students and I will experiment with connecting Integrated Genome Browser to storage and visual
analytics computing capability exceeding what is possible to achieve on a single, desktop computer.
These advanced features within IGB will help move the entire field forward by demonstrating how
application developers can harness the power of the cloud for visualizing data. Second, I will continue to
build IGB and related tools into a platform that other developers can exploit and learn from. The field of
genomics changes rapidly. As new methods and tools come on-line, developers need ways to create
new visualization tools suited to these new methods. My research aims to provide a platform for
experimentation that will enable developers in bioinformatics to build and release new visual analytics
algorithms more rapidly to larger numbers of potential users. My group will continue to develop and
support an App Store for IGB, an on-line clearinghouse for developers to distribute Apps and for users to
find and install Apps relevant to their research. To support developers, we will continue to improve IGB’s
internal application programmer’s interface (API), a collection of methods and classes crafted to enable
developers of varying skill and knowledge to add new functions and features to the IGB interface. Third,
my students and I will continue to explore larger concepts of community, open source software
development, and humane software design by connecting tool builders with tool users to promote
collaboration and innovation for the benefit of all.
期刊论文(2)
专著(0)
科研奖励(0)
会议论文
DOI:
10.3389/fbinf.2022.764619
发表时间:
2022
期刊:
FRONTIERS IN BIOINFORMATICS
影响因子:
--
作者:
[Raveendran, Karthik, Freese, Nowlan H, Kintali, Chaitanya, Tiwari, Srishti, Bole, Pawan, Dias, Chester, Loraine, Ann E]
通讯作者:
Loraine, Ann E
Visualization software for genomics
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批准号:10428456
-
项目类别:
-
资助金额:$35.97万
-
财政年份:2021
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负责人:Ann E Loraine
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依托单位:
Linking Integrated Genome Browser and CyVerse
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批准号:9750774
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项目类别:
-
资助金额:$22.46万
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财政年份:2017
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负责人:Ann E Loraine
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依托单位:
Linking Integrated Genome Browser and CyVerse
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批准号:9219976
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项目类别:
-
资助金额:$22.46万
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财政年份:2017
-
负责人:Ann E Loraine
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依托单位:
Continued Maintenance and Development of Software: Integrated Genome Browser and
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批准号:8077112
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项目类别:
-
资助金额:$28.98万
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财政年份:2011
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负责人:Ann E Loraine
-
依托单位:
Continued Maintenance and Development of Software: Integrated Genome Browser and
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批准号:8286882
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项目类别:
-
资助金额:$29.45万
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财政年份:2011
-
负责人:Ann E Loraine
-
依托单位:
Integrated Genome Browser and IGB Apps
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批准号:9175578
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项目类别:
-
资助金额:$37.39万
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财政年份:2011
-
负责人:Ann E Loraine
-
依托单位:
Continued Maintenance and Development of Software: Integrated Genome Browser and
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批准号:8512744
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项目类别:
-
资助金额:$28.4万
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财政年份:2011
-
负责人:Ann E Loraine
-
依托单位:
Continued Maintenance and Development of Software: Integrated Genome Browser and
-
批准号:8704959
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项目类别:
-
资助金额:$29.42万
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财政年份:2011
-
负责人:Ann E Loraine
-
依托单位:
Integrated Genome Browser and IGB Apps
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批准号:9767771
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项目类别:
-
资助金额:$37.21万
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财政年份:2011
-
负责人:Ann E Loraine
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依托单位:
国内基金
海外基金
Scalable Learning and Optimization: High-dimensional Models and Online Decision-Making Strategies for Big Data Analysis
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批准号:--
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项目类别:合作创新研究团队
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资助金额:--
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批准年份:2024
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负责人:姚韬
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依托单位: