Publications by authors named "Holly Picotte"
The American Heart Association's Get With The Guidelines-Quality Improvement registry is a vital resource for real-world cardiovascular and stroke data and research, containing >14 million records from >2800 participating hospitals. To facilitate and streamline research, we aim to generate a synthetic data set that increases access to real-world data and facilitates data exploration of the Get With The Guidelines-Stroke registry. We first randomly sampled 1000 records from the entire registry data set from 2005 to 2021 containing 7.
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- - The American Heart Association's Get With The Guidelines (GWTG) program aims to enhance inpatient care for various cardiovascular conditions and utilizes real-world clinical data for biomedical research.
- - A scalable database was created using PostgreSQL, along with an integrated user interface (UI) developed in Python's Django, allowing efficient data processing, quality control, and user-friendly access to over 13.2 million patient records.
- - The newly implemented tools improve data management and accessibility, catering to both technical and non-technical researchers by simplifying data extraction and presenting it in an easy-to-understand format.