From genomics to natural language processing: A protected environment for research computing in the health science
From genomics to natural language processing: A protected environment for research computing in the health science
批准号:
9274445
负责人:
Thomas E. Cheatham
金额:
$49.36万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2017
资助国家:
美国
项目状态:
已结题
起止时间:
2017-04-15 至 2018-04-14
关键词:
AwardBig DataClinical SciencesDataData CollectionData SetDevicesEnvironmentEquipmentExplosionFarming environmentFundingGenomicsGrantHealthHealth Insurance Portability and Accountability ActHealth SciencesHigh Performance ComputingImage AnalysisIndividualInformation TechnologyKnowledgeLeftMiningMonitorNatural Language ProcessingPatientsResearchResearch PersonnelResourcesSecureSecurityTechnologyTranslational ResearchUnited States National Institutes of HealthUniversitiesUtahagedbiomedical informaticscomputerized data processingelectronic dataprototypesimulationvirtual
中文摘要
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英文摘要
NIH S10 equipment proposal: From genomics to natural language processing:
A protected environment for research computing in the health sciences.
Health sciences researchers are often required to manage, mine, and analyze restricted patient data
(Protected Health Information, PHI) to facilitate and advance their research aims. They are often
required to do this without access to central information technology expertise or resources to facilitate
their research aims. These researchers are often left to their own devices to “solve” their research
compute and data needs and are challenged due to lack of available resources, barriers from central
IT, and/or lack of knowledge of available resources. A further challenge is that “small” data sets—
data that researchers could formerly handle on office resources—have morphed and grown into the
big data domain through the explosion of technical advances and significant expansion in various
research directions. Examples include: genomics research, image analysis, simulation, natural
language processing, and mining of EMRs. Therefore, the need exists to develop a framework for
managing and processing this data securely and reliably.
This S10 equipment proposal is to replace the “protected environment” (PE) prototype the University
of Utah’s Center for High Performance Computing (CHPC) and Department of Biomedical Informatics
built six years ago and has operated since. The PE consists of both high performance computing and
virtual machine (VM) components and associated storage sufficient to manage, protect and analyze
HIPAA protected health information. This environment has been very successful and has grown
significantly in scope. CHPC isolated this protected environment in the secured University of Utah
Downtown Data Center and setup a network protected logical partition that provided research groups
specific access to individual data sets. As the environment and technology developed, CHPC added
additional security features such as two-factor authentication for entry and audit/monitoring.
Unfortunately, the prototype has reached the point where demand is surpassing capability and all the
hardware is aged and off-warranty. To give an idea of users of the virtual machine farm component,
the Biomedical Informatics Core (BMIC) REDCap (Research Electronic Data Capture) environment
for data collection has over 2,500 users in 1,500 projects supporting over $25M in NIH funding at the
University of Utah, including support for more than 25 active NIH R-01 grants. Moreover, the HIPAA
compliant protected environment was a key factor that aided passing the recent University of Utah
HIPAA audit. The “protected environment” also helped the University of Utah Health Sciences Center
and the BMIC justify the NCATS Center Clinical and Translational Science award (1ULTR001067).
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DOI:
10.1055/s-0038-1667000
发表时间:
2018-07
期刊:
Applied clinical informatics
影响因子:
2.9
作者:
[Cummins MR, Ranade-Kharkar P, Johansen C, Bennett H, Gabriel S, Crouch BI, Del Fiol G, Hoffman M]
通讯作者:
Hoffman M
Retrospective clinical trial experimentally validates glioblastoma genome-wide pattern of DNA copy-number alterations predictor of survival
回顾性临床试验通过实验验证了胶质母细胞瘤全基因组 DNA 拷贝数改变模式的生存预测因子
DOI:
10.1063/1.5142559
发表时间:
2020
期刊:
APL Bioengineering
影响因子:
6
作者:
[Ponnapalli, Sri Priya, Bradley, Matthew W., Devine, Karen, Bowen, Jay, Coppens, Sara E., Leraas, Kristen M., Milash, Brett A., Li, Fuqiang, Luo, Huijuan, Qiu, Shi]
通讯作者:
Qiu, Shi
DOI:
10.1093/bioinformatics/btad463
发表时间:
2023-08-01
期刊:
Bioinformatics (Oxford, England)
影响因子:
--
作者:
[]
通讯作者:
A deep learning approach for medication disposition and corresponding attributes extraction.
用于药物配置和相应属性提取的深度学习方法。
DOI:
10.1016/j.jbi.2023.104391
发表时间:
2023
期刊:
Journal of biomedical informatics
影响因子:
4.5
作者:
[Gan,Qiwei, Hu,Mengke, Peterson,KellyS, Eyre,Hannah, Alba,PatrickR, Bowles,AnnieE, Stanley,JohnathanC, DuVall,ScottL, Shi,Jianlin]
通讯作者:
Shi,Jianlin
DOI:
10.1101/mcs.a006242
发表时间:
2022-12
期刊:
COLD SPRING HARBOR MOLECULAR CASE STUDIES
影响因子:
1.8
作者:
[Reynolds, Hayley M., Wen, Ting, Farrell, Andrew, Mao, Rong, Moore, Barry, Boyden, Steven E., Bayrak-Toydemir, Pinar, Nicholas, Thomas J., Rynearson, Shawn, Holt, Carson, Miller, Christine, Noble, Katherine, Bentley, Dawn, Palmquist, Rachel, Ostrander, Betsy, Manberg, Stephanie, Bonkowsky, Joshua L., Shayota, Brian J., Jenkins, Sabrina Malone]
通讯作者:
Jenkins, Sabrina Malone
共 8 条
RNA-ligand interactions: simulation and experiment
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批准号:8737909
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项目类别:
-
资助金额:$52.48万
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财政年份:2011
-
负责人:Thomas E. Cheatham
-
依托单位:
RNA-ligand interactions: simulation and experiment
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批准号:8536862
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项目类别:
-
资助金额:$50.51万
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财政年份:2011
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负责人:Thomas E. Cheatham
-
依托单位:
RNA-ligand interactions: simulation and experiment
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批准号:8075344
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项目类别:
-
资助金额:$56.03万
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财政年份:2011
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负责人:Thomas E. Cheatham
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依托单位:
RNA-ligand interactions: simulation and experiment
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批准号:8337323
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项目类别:
-
资助金额:$50.73万
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财政年份:2011
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负责人:Thomas E. Cheatham
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依托单位:
USING AMBER TO PROBE STRUCTURE, DYNAMICS AND INTERACTION
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批准号:8170520
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项目类别:
-
资助金额:$0.7万
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财政年份:2010
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负责人:Thomas E. Cheatham
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依托单位:
USING AMBER TO PROBE STRUCTURE, DYNAMICS AND INTERACTION
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批准号:7955489
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项目类别:
-
资助金额:$0.89万
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财政年份:2009
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负责人:Thomas E. Cheatham
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依托单位:
Biomolecular simulation for the end-stage refinement of nucleic acid structure
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批准号:7387688
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项目类别:
-
资助金额:$33.77万
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财政年份:2008
-
负责人:Thomas E. Cheatham
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依托单位:
USING AMBER TO PROBE STRUCTURE, DYNAMICS AND INTERACTION
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批准号:7723499
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项目类别:
-
资助金额:$0.58万
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财政年份:2008
-
负责人:Thomas E. Cheatham
-
依托单位:
Biomolecular simulation for the end-stage refinement of nucleic acid structure
-
批准号:8029549
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项目类别:
-
资助金额:$25.81万
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财政年份:2008
-
负责人:Thomas E. Cheatham
-
依托单位:
Biomolecular simulation for the end-stage refinement of nucleic acid structure
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批准号:7560388
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项目类别:
-
资助金额:$26.34万
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财政年份:2008
-
负责人:Thomas E. Cheatham
-
依托单位:
Biomolecular simulation for the end-stage refinement of nucleic acid structure
-
批准号:7763265
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项目类别:
-
资助金额:$29.8万
-
财政年份:2008
-
负责人:Thomas E. Cheatham
-
依托单位:
Biomolecular simulation for the end-stage refinement of nucleic acid structure
-
批准号:8215831
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项目类别:
-
资助金额:$25.81万
-
财政年份:2008
-
负责人:Thomas E. Cheatham
-
依托单位:
Biomolecular simulation for the end-stage refinement of nucleic acid structure
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批准号:10021686
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项目类别:
-
资助金额:$32.41万
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财政年份:2008
-
负责人:Thomas E. Cheatham
-
依托单位:
Biomolecular simulation for the end-stage refinement of nucleic acid structure
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批准号:10242823
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项目类别:
-
资助金额:$32.41万
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财政年份:2008
-
负责人:Thomas E. Cheatham
-
依托单位:
USING AMBER TO PROBE STRUCTURE, DYNAMICS AND INTERACTION
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批准号:7367766
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项目类别:
-
资助金额:$0.77万
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财政年份:2006
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负责人:Thomas E. Cheatham
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依托单位:
USING AMBER TO PROBE STRUCTURE, DYNAMICS AND INTERACTION
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批准号:7180255
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项目类别:
-
资助金额:$0.64万
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财政年份:2005
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负责人:Thomas E. Cheatham
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依托单位:
MOLECULAR DYNAMICS SIMULATIONS OF PROTEINS & NUCLEIC ACIDS
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批准号:6456686
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项目类别:
-
资助金额:$27.32万
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财政年份:2001
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负责人:Thomas E. Cheatham
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依托单位:
MOLECULAR DYNAMICS SIMULATIONS OF PROTEINS & NUCLEIC ACIDS
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批准号:6347848
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项目类别:
-
资助金额:$0.6万
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财政年份:2000
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负责人:Thomas E. Cheatham
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依托单位:
MOLECULAR DYNAMICS SIMULATIONS OF PROTEINS & NUCLEIC ACIDS
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批准号:6119126
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项目类别:
-
资助金额:$0.54万
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财政年份:1999
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负责人:Thomas E. Cheatham
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依托单位:
MOLECULAR DYNAMICS SIMULATIONS OF PROTEINS & NUCLEIC ACIDS
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批准号:6220218
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项目类别:
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资助金额:$0.6万
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财政年份:1999
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负责人:Thomas E. Cheatham
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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: