NLP Enriched EHR Data Solutions

Immunology

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Immunology-specific, NLP enhanced EHR data in a research-ready format.

Autoimmune diseases (AD) are a group of 70-80 different inflammatory disorders affecting approximately 3% to 8% of the population in the United States. Examples of such diseases include rheumatoid arthritis (RA), multiple sclerosis (MS), lupus, inflammatory bowel disease (IBD) and psoriasis. AD affects roughly 14 to 23 million people in the United States and is reported to be steadily increasing.

Many patients with autoimmune diseases subsequently develop mental health disorders such as depression and anxiety because of prolonged illness, excessive pain, and sleep disturbance.

Analysis of data from a cohort of patients with autoimmune diseases can help researchers gain insights into various aspects of patients’ lives and tailor interventions to improve their physical, psychological, and social well-being.

Actionable, research-ready, immunologic-specific data

Veradigm’s Immunology Dataset is a natural language processing (NLP) enhanced, immunology-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 data field and unstructured notes that are not routinely offered with other deidentified real world data (RWD) providers – all on a massive scale.

Veradigm Immunology dataset can help you:

  • Develop and better understand current therapies available for autoimmune patients to facilitate optimal patient outcomes
  • Evaluate risk factors for autoimmune disease 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

Key Features Available

With Veradigm’s Immunology Dataset, you can access the best features of Veradigm Network EHR Data and enhanced NLP tables containing structured data from semi-structured EHR data fields and unstructured notes. 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 3.8 million patients in the immunology cohort within the Veradigm Network
  • Custom NLP Enrichment available
  • Specific NLP models for Immunology elements
  • Key disease states covered in the immunology-focused data set:
    • Rheumatoid Arthritis
    • Psoriasis & Psoriatic Arthritis (PsA)
    • Systemic Lupus Erythematosus
    • Crohn’s Disease
    • Ulcerative Colitis
    • Multiple Sclerosis
    • Graves’ Disease
    • Celiac Disease
    • Hashimoto’s Thyroiditis
    • Scleroderma & CREST syndrome
    • Sjogren’s syndrome

For the complete list of Key NLP terms included in the Immunology Dataset, please contact Veradigm’s RWD specialists. Understand a more complete picture of the autoimmune 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 autoimmune diseases.
  • 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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