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ABSTRACT
Introduction
Many clinical data networks often focus on a single use‐case or disease. By contrast, the TriNetX Dataworks‐USA Network contains real‐world clinical information that can be applied to multiple research questions and use cases. The purpose of this study is to describe the Network's characteristics, as well as its generalizability to the US population, particularly the healthcare‐seeking population.
Methods
Using the Dataworks‐USA Network, a large, regularly updated data network containing de‐identified patient electronic health record (EHR) information from across the United States, basic demographics were summarized and compared to the US Census Bureau International Database (IDB) 2022 data and the National Cancer Institute's version of the Census Bureau's U.S. County Population Data for 2022 to examine the generalizability of the Network.
Results
Patients in the Dataworks‐USA Network are approximately 5 years older than the Census, and the Network has a larger proportion of female patients. The Network has a lower proportion of patients identified as Asian and White race, and a higher proportion who identify as other relative to the Census; other races are similar between the two data sources (
Academic Publication TriNetX Dataworks‐ USA : Overview of a Multi‐Purpose, De‐Identified, Federated Electronic Health Record Real‐World Data and Analytics Network and Comparison to the US Census
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TriNetX Dataworks‐ USA : Overview of a Multi‐Purpose, De‐Identified, Federated Electronic Health Record Real‐World Data and Analytics Network and Comparison to the US Census
ABSTRACT Introduction Many clinical data networks often focus on a single use‐case or disease. By contrast, the TriNetX Dataworks‐USA Netw...
A comprehensive review of methodologies and application to use the real-world data and analytics platform TriNetX
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What is the core focus of the research titled 'TriNetX Dataworks‐ USA : Overview of a Multi‐Purpose, De‐Identified, Federated Electronic Health Record Real‐World Data and Analytics Network and Comparison to the US Census'?
This literature focuses on: ABSTRACT Introduction Many clinical data networks often focus on a single use‐case or disease. By contrast, the TriNetX Dataworks‐USA Network contains real‐world clinical information that ...
What other academic literature is closely related to 'TriNetX Dataworks‐ USA : Overview of a Multi‐Purpose, De‐Identified, Federated Electronic Health Record Real‐World Data and Analytics Network and Comparison to the US Census'?
Yes, highly correlated activity was mapped. An entry titled 'TriNetX Dataworks‐ USA : Overview of a Multi‐Purpose, De‐Identified, Federated Electronic Health Record Real‐World Data and Analytics Network and Comparison to the US Census' discusses this: ABSTRACT Introduction Many clinical data networks often focus on a single use‐case or di...
How is the concept of 'TriNetX Dataworks‐ USA : Overview of a Multi‐Purpose, De‐Identified, Federated Electronic Health Record Real‐World Data and Analytics Network and Comparison to the US Census' being discussed by engineers on Hacker News?
Yes, highly correlated activity was mapped. An entry titled 'Show HN: Ktx – Open-source executable context layer for data agents' discusses this: Ktx directly addresses the critical reliability challenge of data agents generating incorrect SQL, a significant impediment to their enterprise ado...
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