NLP Enriched EHR Data Solutions

Cardiovascular Dataset

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Cardiovascular-specific, NLP enriched EHR data in a research-ready format.

Globally, cardiovascular death is the leading cause of death, taking the lives of 18 million people each year. In the United States, about 695,000 people in the United States died from heart disease in 2021—that’s 1 in every 5 deaths.

Veradigm offers a custom designed Cardiovascular Dataset of NLP enriched Veradigm Network EHR Data, allowing researchers to focus on patient populations specific to their area of interest instead of the entire population.

Actionable, research-ready, cardiac-specific data

Veradigm’s Cardiovascular Dataset is a natural language processing (NLP) enhanced, cardiovascular-focused sub-section of Veradigm Network EHR Data. Because Veradigm has direct access to the Veradigm Network of electronic health records (EHRs), we can access and analyze semi-structured and unstructured notes that are not routinely offered with other deidentified real world data (RWD) providers – all on a massive scale.

Veradigm’s Cardiovascular Dataset can help you:

  • Develop and better understand current therapies available for CV patients to facilitate optimal patient outcomes
  • Evaluate risk factors for cardiovascular diseases (CVD) in important patient subgroups, develop prediction models for use in daily care, and improve the quality of patient care
  • Understand a more complete picture of the patient journey while still allowing researchers to distill down into the details of care.
  • Spend less time managing the data and more time on analysis that provides great results

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Key Features Available

With the Veradigm Cardiovascular dataset, you can access the best features of Veradigm Network EHR Data and enhanced NLP tables containing structured data from semi-structured and unstructured EHR data fields specific to cardiovascular cohort. All of this is integrated into an easy-to-use, industry standardized format enabling researchers to gain deeper insights into therapeutic decisions, disease progression, and patient outcomes.

  • Continually growing data set of more than 35 million patients in the cardiovascular cohort within the Veradigm Network EHR database in the last five years alone
  • Over 20% of U.S. Cardiologists are represented in this dataset
  • Custom NLP Enrichment available
  • Specific NLP models for Cardiovascular elements
  • Key disease states covered in this data set:
    • Atrial Fibrillation/Flutter
    • Cardiac Rupture
    • Ischemic Heart Disease/Coronary Artery Disease (CHD_CAD)
    • Non-Rheumatic Valve (NRV)
    • Hypertension
    • Heart Failure
    • Peripheral Vascular Disease (PVD)
    • Dyslipidemia/Hyperlipidemia
    • Venous Thromboembolic Event
    • Ischemic Vascular Disease (IVD)
    • Cardiac Defect
    • CV Disease Unspecified
    • Arrhythmia
    • Syncope and Collapse
    • Hypertrophic Cardiomyopathy (HCM)

For the complete list of Key NLP terms included in the NLP-enriched CVD dataset, please contact Veradigm’s RWD specialists. Understand a more complete picture of the cardiology patient journey while still allowing you to distill down into the details of care.


Technology Delivered Directly to You

Never be left in the dark with expert technical and analytic training and support by Veradigm’s real-world data subject matter experts.

  • Direct access to de-identified Veradigm Network EHR Data, and NLP tables in a deidentified, manageable, and queryable manner, specific to CVD
  • Record-level data will be hosted in a designated Snowflake location with the ability to support alternative delivery methods if necessary
  • Platform and software agnostic

Flexible delivery cadence that includes one-time, monthly or quarterly deliveries to suit your needs.

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