Semantic Data Integration for Integrative Cancer Biology Research
Semantic Data Integration for Integrative Cancer Biology Research
批准号:
7404838
负责人:
Mansur R. Kabuka
金额:
$23.47万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2007
资助国家:
美国
项目状态:
已结题
起止时间:
2007-09-21 至 2008-08-31
关键词:
AchievementAddressAdoptedAlgorithmsBiologicalCancer BiologyCancer ModelCommunitiesCompatibleComputer softwareComputersDataData SetData SourcesDatabasesDevelopmentEnsureEnvironmentEvaluationExplosionFunding OpportunitiesGenerationsGoldHumanImageryIndiumInformaticsInformation TechnologyInternetKnowledgeLanguageLinkLogicMalignant NeoplasmsMeasurementMetadataMethodologyModelingMolecularNational Cancer InstituteOntologyOutcomePatientsPhasePhysiciansProceduresProcessPurposeResearchResearch InfrastructureResearch PersonnelResourcesScientistSemanticsServicesSoftware DesignSoftware EngineeringSolutionsSourceStandards of Weights and MeasuresStrigiformesSystemTechnologyTestingTo specifyTranslationsanticancer researchbasecancer Biomedical Informatics Gridcluster computingcomputer based Semantic Analysiscomputerizedcomputerized toolsconceptdata integrationdesignhuman centered computingimprovedinteroperabilitynovelprototyperesponsetoolusability
中文摘要
点击翻译按钮获取中文摘要
英文摘要
DESCRIPTION (provided by applicant): Recent advances in high-throughput measurements of critical parameters related to cancer genesis and development have led to a wealth of cancer-related information available in public and private databases. To realize the promise of dramatic advancement in integrative cancer research enabled by this rapidly expanding information, novel informatics tools that allow researchers to efficiently integrate this available data are needed. The main objective of this proposal is the development of a computerized system capable of integrating data and information from disparate sources in order to enable enhanced models of cancer processes. The proposed system aims to use and expand the capabilities of the Cancer Biomedical Informatics Grid (caBIG) to allow users and applications to perform queries on cancer-related data sources at a conceptual level, utilizing the rich semantic information contained in caBIG in novel ways. The system contains mechanisms to expose these semantics using the Web Ontology Language (OWL), and to build and execute RDF-based querying using SPARQL, automatically identifying data services to query within the grid. An intuitive user interface providing multiple visualization and concept searching abilities is used to build queries and view results, while a programmatic interface is also provided for computer-to-computer interaction through Semantic Web standards. In Phase I of our proposal, the main algorithms and mechanisms of the proposed system, including the exposure of ontology views and the conversion of queries from SPARQL into caBIG's common query language will be developed, and proof-of-concept prototypes will be tested to prove the feasibility of our design.The Cancer Biology Data Integration System is an information integration solution that enables users to query cancer-related data using conceptual abstractions in a declarative manner more closely resembling the way in which research questions are stated. It models the rich semantic information contained in the Cancer Biomedical Informatics Grid (caBIG) as an ontology view, and uses Semantic Web standards to create and execute queries into caBIG-compatible data sources.
期刊论文(1)
专著(0)
科研奖励(0)
会议论文
semCDI: a query formulation for semantic data integration in caBIG.
semCDI:caBIG 中语义数据集成的查询公式。
DOI:
10.1197/jamia.m2732
发表时间:
2008
期刊:
Journal of the American Medical Informatics Association : JAMIA
影响因子:
--
作者:
[Shironoshita,EPatrick, Jean-Mary,YvesR, Bradley,RayM, Kabuka,MansurR]
通讯作者:
Kabuka,MansurR
Deep-CDS: Deep Learning Semantic Data Lake for Clinical Decision Support
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批准号:10546333
-
项目类别:
-
资助金额:$25.35万
-
财政年份:2022
-
负责人:Mansur R. Kabuka
-
依托单位:
Deep-CDS: Deep Learning Semantic Data Lake for Clinical Decision Support
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批准号:10747223
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项目类别:
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资助金额:$71.43万
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财政年份:2022
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负责人:Mansur R. Kabuka
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依托单位:
Microbiome Meta-Analysis Platform
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批准号:10011865
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项目类别:
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资助金额:$29.38万
-
财政年份:2017
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负责人:Mansur R. Kabuka
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依托单位:
Semantic Data Lake for Biomedical Research
-
批准号:9536289
-
项目类别:
-
资助金额:$58.97万
-
财政年份:2016
-
负责人:Mansur R. Kabuka
-
依托单位:
Semantic Data Lake for Biomedical Research
-
批准号:9765194
-
项目类别:
-
资助金额:$23.88万
-
财政年份:2016
-
负责人:Mansur R. Kabuka
-
依托单位:
Semantic Data Lake for Biomedical Research
-
批准号:9443736
-
项目类别:
-
资助金额:$5.0万
-
财政年份:2016
-
负责人:Mansur R. Kabuka
-
依托单位:
Ontology-Based Knowledge and Belief Management System
-
批准号:8588745
-
项目类别:
-
资助金额:$59.4万
-
财政年份:2013
-
负责人:Mansur R. Kabuka
-
依托单位:
Ontology-Based Knowledge and Belief Management System
-
批准号:8741969
-
项目类别:
-
资助金额:$59.4万
-
财政年份:2013
-
负责人:Mansur R. Kabuka
-
依托单位:
Ontology-Based Knowledge and Belief Management System
-
批准号:8251855
-
项目类别:
-
资助金额:$15.0万
-
财政年份:2012
-
负责人:Mansur R. Kabuka
-
依托单位:
Automated Development of Electronic Data Capture for Clinical Trials
-
批准号:7538047
-
项目类别:
-
资助金额:$11.0万
-
财政年份:2008
-
负责人:Mansur R. Kabuka
-
依托单位:
Automated Development of Electronic Data Capture for Clinical Trials
-
批准号:7626976
-
项目类别:
-
资助金额:$42.42万
-
财政年份:2008
-
负责人:Mansur R. Kabuka
-
依托单位:
Semantic Data Integration for Integrative Cancer Biology Research
-
批准号:8132360
-
项目类别:
-
资助金额:$47.73万
-
财政年份:2007
-
负责人:Mansur R. Kabuka
-
依托单位:
Information Integration of Heterogeneous Data Sources
-
批准号:7027110
-
项目类别:
-
资助金额:$28.34万
-
财政年份:2005
-
负责人:Mansur R. Kabuka
-
依托单位:
Information Integration of Heterogeneous Data Sources
-
批准号:6881960
-
项目类别:
-
资助金额:$26.07万
-
财政年份:2005
-
负责人:Mansur R. Kabuka
-
依托单位:
Information Integration of Heterogeneous Data Sources
-
批准号:7798074
-
项目类别:
-
资助金额:$50.75万
-
财政年份:2005
-
负责人:Mansur R. Kabuka
-
依托单位:
An Intelligent System for Clinical Trials
-
批准号:6882554
-
项目类别:
-
资助金额:$10.39万
-
财政年份:2005
-
负责人:Mansur R. Kabuka
-
依托单位:
Information Integration of Heterogeneous Data Sources
-
批准号:7614360
-
项目类别:
-
资助金额:$50.58万
-
财政年份:2005
-
负责人:Mansur R. Kabuka
-
依托单位:
Information Integration of Heterogeneous Data Sources
-
批准号:7481818
-
项目类别:
-
资助金额:$47.34万
-
财政年份:2005
-
负责人:Mansur R. Kabuka
-
依托单位:
海外基金