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tranSMART: An Open Source Knowledge Management and High Content Data Analytics Platform

The tranSMART knowledge management and high-content analysis platform is a flexible software framework featuring novel research capabilities. It enables analysis of integrated data for the purposes of hypothesis generation, hypothesis validation, and cohort discovery in translational research. tranS...

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Autores principales: Scheufele, Elisabeth, Aronzon, Dina, Coopersmith, Robert, McDuffie, Michael T., Kapoor, Manish, Uhrich, Christopher A., Avitabile, Jean E., Liu, Jinlei, Housman, Dan, Palchuk, Matvey B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Informatics Association 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4333702/
https://www.ncbi.nlm.nih.gov/pubmed/25717408
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author Scheufele, Elisabeth
Aronzon, Dina
Coopersmith, Robert
McDuffie, Michael T.
Kapoor, Manish
Uhrich, Christopher A.
Avitabile, Jean E.
Liu, Jinlei
Housman, Dan
Palchuk, Matvey B.
author_facet Scheufele, Elisabeth
Aronzon, Dina
Coopersmith, Robert
McDuffie, Michael T.
Kapoor, Manish
Uhrich, Christopher A.
Avitabile, Jean E.
Liu, Jinlei
Housman, Dan
Palchuk, Matvey B.
author_sort Scheufele, Elisabeth
collection PubMed
description The tranSMART knowledge management and high-content analysis platform is a flexible software framework featuring novel research capabilities. It enables analysis of integrated data for the purposes of hypothesis generation, hypothesis validation, and cohort discovery in translational research. tranSMART bridges the prolific world of basic science and clinical practice data at the point of care by merging multiple types of data from disparate sources into a common environment. The application supports data harmonization and integration with analytical pipelines. The application code was released into the open source community in January 2012, with 32 instances in operation. tranSMART’s extensible data model and corresponding data integration processes, rapid data analysis features, and open source nature make it an indispensable tool in translational or clinical research.
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spelling pubmed-43337022015-02-25 tranSMART: An Open Source Knowledge Management and High Content Data Analytics Platform Scheufele, Elisabeth Aronzon, Dina Coopersmith, Robert McDuffie, Michael T. Kapoor, Manish Uhrich, Christopher A. Avitabile, Jean E. Liu, Jinlei Housman, Dan Palchuk, Matvey B. AMIA Jt Summits Transl Sci Proc Articles The tranSMART knowledge management and high-content analysis platform is a flexible software framework featuring novel research capabilities. It enables analysis of integrated data for the purposes of hypothesis generation, hypothesis validation, and cohort discovery in translational research. tranSMART bridges the prolific world of basic science and clinical practice data at the point of care by merging multiple types of data from disparate sources into a common environment. The application supports data harmonization and integration with analytical pipelines. The application code was released into the open source community in January 2012, with 32 instances in operation. tranSMART’s extensible data model and corresponding data integration processes, rapid data analysis features, and open source nature make it an indispensable tool in translational or clinical research. American Medical Informatics Association 2014-04-07 /pmc/articles/PMC4333702/ /pubmed/25717408 Text en ©2014 AMIA - All rights reserved. This is an Open Access article: verbatim copying and redistribution of this article are permitted in all media for any purpose
spellingShingle Articles
Scheufele, Elisabeth
Aronzon, Dina
Coopersmith, Robert
McDuffie, Michael T.
Kapoor, Manish
Uhrich, Christopher A.
Avitabile, Jean E.
Liu, Jinlei
Housman, Dan
Palchuk, Matvey B.
tranSMART: An Open Source Knowledge Management and High Content Data Analytics Platform
title tranSMART: An Open Source Knowledge Management and High Content Data Analytics Platform
title_full tranSMART: An Open Source Knowledge Management and High Content Data Analytics Platform
title_fullStr tranSMART: An Open Source Knowledge Management and High Content Data Analytics Platform
title_full_unstemmed tranSMART: An Open Source Knowledge Management and High Content Data Analytics Platform
title_short tranSMART: An Open Source Knowledge Management and High Content Data Analytics Platform
title_sort transmart: an open source knowledge management and high content data analytics platform
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4333702/
https://www.ncbi.nlm.nih.gov/pubmed/25717408
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