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Integrating real-world data to assess cardiac ablation device outcomes in a multicenter study using the OMOP common data model for regulatory decisions: implementation and evaluation
The objective of this study is to describe application of the Observational Medical Outcomes Partnership (OMOP) common data model (CDM) to support medical device real-world evaluation in a National Evaluation System for health Technology Coordinating Center (NESTcc) Test-Case involving 2 healthcare...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9831049/ https://www.ncbi.nlm.nih.gov/pubmed/36632328 http://dx.doi.org/10.1093/jamiaopen/ooac108 |
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author | Yu, Yue Jiang, Guoqian Brandt, Eric Forsyth, Tom Dhruva, Sanket S Zhang, Shumin Chen, Jiajing Noseworthy, Peter A Doshi, Amit A Collison-Farr, Kimberly Kim, Dure Ross, Joseph S Coplan, Paul M Drozda, Joseph P |
author_facet | Yu, Yue Jiang, Guoqian Brandt, Eric Forsyth, Tom Dhruva, Sanket S Zhang, Shumin Chen, Jiajing Noseworthy, Peter A Doshi, Amit A Collison-Farr, Kimberly Kim, Dure Ross, Joseph S Coplan, Paul M Drozda, Joseph P |
author_sort | Yu, Yue |
collection | PubMed |
description | The objective of this study is to describe application of the Observational Medical Outcomes Partnership (OMOP) common data model (CDM) to support medical device real-world evaluation in a National Evaluation System for health Technology Coordinating Center (NESTcc) Test-Case involving 2 healthcare systems, Mercy Health and Mayo Clinic. CDM implementation was coordinated across 2 healthcare systems with multiple hospitals to aggregate both medical device data from supply chain databases and patient outcomes and covariates from electronic health record data. Several data quality assurance (QA) analyses were implemented on the OMOP CDM to validate the data extraction, transformation, and load (ETL) process. OMOP CDM-based data of relevant patient encounters were successfully established to support studies for FDA regulatory submissions. QA analyses verified that the data transformation was robust between data sources and OMOP CDM. Our efforts provided useful insights in real-world data integration using OMOP CDM for medical device evaluation coordinated across multiple healthcare systems. |
format | Online Article Text |
id | pubmed-9831049 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-98310492023-01-10 Integrating real-world data to assess cardiac ablation device outcomes in a multicenter study using the OMOP common data model for regulatory decisions: implementation and evaluation Yu, Yue Jiang, Guoqian Brandt, Eric Forsyth, Tom Dhruva, Sanket S Zhang, Shumin Chen, Jiajing Noseworthy, Peter A Doshi, Amit A Collison-Farr, Kimberly Kim, Dure Ross, Joseph S Coplan, Paul M Drozda, Joseph P JAMIA Open Brief Communication The objective of this study is to describe application of the Observational Medical Outcomes Partnership (OMOP) common data model (CDM) to support medical device real-world evaluation in a National Evaluation System for health Technology Coordinating Center (NESTcc) Test-Case involving 2 healthcare systems, Mercy Health and Mayo Clinic. CDM implementation was coordinated across 2 healthcare systems with multiple hospitals to aggregate both medical device data from supply chain databases and patient outcomes and covariates from electronic health record data. Several data quality assurance (QA) analyses were implemented on the OMOP CDM to validate the data extraction, transformation, and load (ETL) process. OMOP CDM-based data of relevant patient encounters were successfully established to support studies for FDA regulatory submissions. QA analyses verified that the data transformation was robust between data sources and OMOP CDM. Our efforts provided useful insights in real-world data integration using OMOP CDM for medical device evaluation coordinated across multiple healthcare systems. Oxford University Press 2023-01-10 /pmc/articles/PMC9831049/ /pubmed/36632328 http://dx.doi.org/10.1093/jamiaopen/ooac108 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of the American Medical Informatics Association. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Brief Communication Yu, Yue Jiang, Guoqian Brandt, Eric Forsyth, Tom Dhruva, Sanket S Zhang, Shumin Chen, Jiajing Noseworthy, Peter A Doshi, Amit A Collison-Farr, Kimberly Kim, Dure Ross, Joseph S Coplan, Paul M Drozda, Joseph P Integrating real-world data to assess cardiac ablation device outcomes in a multicenter study using the OMOP common data model for regulatory decisions: implementation and evaluation |
title | Integrating real-world data to assess cardiac ablation device outcomes in a multicenter study using the OMOP common data model for regulatory decisions: implementation and evaluation |
title_full | Integrating real-world data to assess cardiac ablation device outcomes in a multicenter study using the OMOP common data model for regulatory decisions: implementation and evaluation |
title_fullStr | Integrating real-world data to assess cardiac ablation device outcomes in a multicenter study using the OMOP common data model for regulatory decisions: implementation and evaluation |
title_full_unstemmed | Integrating real-world data to assess cardiac ablation device outcomes in a multicenter study using the OMOP common data model for regulatory decisions: implementation and evaluation |
title_short | Integrating real-world data to assess cardiac ablation device outcomes in a multicenter study using the OMOP common data model for regulatory decisions: implementation and evaluation |
title_sort | integrating real-world data to assess cardiac ablation device outcomes in a multicenter study using the omop common data model for regulatory decisions: implementation and evaluation |
topic | Brief Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9831049/ https://www.ncbi.nlm.nih.gov/pubmed/36632328 http://dx.doi.org/10.1093/jamiaopen/ooac108 |
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