Trailblazing Healthcare Analytics

To enable efficient querying of hundreds of billions of atomic-level data elements, PurpleLab maps and ingests millions of structured and semi-structured healthcare observations on a daily, weekly, and monthly basis depending on each sources update cadence. Each atomic-level healthcare observation is mapped into a common data model (CDM), enabling centralized storage, efficient querying and simplified real-time access.

Multiple use cases require enrichment of the healthcare transactions in order to compare cost and outcomes measures within homogenous patient populations. PurpleLab enriches it’s data warehouse of healthcare observations with Risk Adjustment Factors (RAFs) scores, Social Determinants of Health (SDOH) attributes and the industry’s most comprehensive Death Registry.

Healthcare has its own language that spans hundreds of vocabularies and systems of nomenclature. Semantic harmonization occurs when clinically similar observations are recognized independent of which vocabulary was used to code for in claims, clinical or lab transactions.

PurpleLab’s clinical experts have created an embedded content layer which includes 200k+ pre-defined concept groups and crosswalks. Concept groups are effectively a thesaurus of mappings of different literals to semantically similar concepts achieving semantic harmonization.

HealthNexus provides all the benefits of master data management, including centralized governance and a single source of truth along with automatic updates and the convenience of not having to build it all yourself.

HealthNexus includes additional sources of truth. We master and maintain all the relevant reporting dimensions or “masterfiles” critical to RWD, including patients, providers, payers, suppliers and treatment locations. All of these masterfiles include the complex hierarchically structured relationships which are also known as “affiliations”.

HealthNexus includes no-code query and report templates along with step-by-step instructions whereby users can create completely custom ad-hoc reports on- demand and in near real-time.

HealthNexus’s API-first architecture enables clients to embed RWD and RWE technology and reports into your tech stack. Machine-to-machine calls can access PurpleLab’s pre-built provider, payer, and patient-level reports with either transaction or batch API calls.

For real-time downloads of files, HealthNexus has this access type covered as well. Users can build custom data dictionaries and related extractions leveraging PurpleLab’s masterfiles and pre-built reports.