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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Medical Informatics Association
2014
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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. |
format | Online Article Text |
id | pubmed-4333702 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | American Medical Informatics Association |
record_format | MEDLINE/PubMed |
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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