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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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Detalles Bibliográficos
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
Descripción
Sumario: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.