This weblog has been co-authored by Steve Kearney, PharmD, International Medical Director, SAS.
This weblog is a part of a sequence in collaboration with our companions and clients leveraging the newly introduced Azure Well being Information Providers. Azure Well being Information Providers, a platform as a service (PaaS) providing designed to help Protected Well being Info (PHI) within the cloud, is a brand new approach of working with unified information—offering care groups with a platform to help each transactional and analytical workloads from the identical information retailer and enabling cloud computing to remodel how we develop and ship AI throughout the healthcare ecosystem.
There’s a dichotomy in well being care know-how. Regardless of new developments in imaging, diagnostics, therapy, and surgical methods, the dearth of information standardization within the business has trapped well being insights in useful silos. Suppliers and payers alike wrestle to manually reconcile incompatible file codecs, which slows the switch of data and negatively impacts high quality care and affected person expertise.
Microsoft, together with companions similar to world analytics software program firm SAS, are driving in the direction of elevated interoperability by enabling using requirements similar to Quick Healthcare Interoperability Assets (FHIR®). Collectively, SAS and Microsoft Azure are constructing deep know-how integrations that unlock worth by making disparate information and superior analytics extra accessible to well being and life science organizations. With new capabilities similar to the combination from Azure Well being Information Providers to SAS on Azure, the embedded AI capabilities of SAS Well being are extra environment friendly and safe, increasing the probabilities of patient-centric innovation and trusted collaboration throughout the well being panorama.
FHIR places the affected person on the heart of the well being care ecosystem. When querying data within the earlier HL7 format, the question is answered with your entire affected person dataset that have to be parsed to search out the data desired for predictive modeling. Moreover, information would require harmonization inside and throughout the group, creating limitations on obtainable information. In distinction, harmonized FHIR datasets persisting on Azure Well being Information Providers allow FHIR-based requests directed to the precise information factors required, rushing up queries to near-real-time and defending affected person information.
Whereas FHIR’s footprint within the business is small in comparison with HL7’s, the worldwide adoption of the FHIR customary is rising. Main digital well being information (EHR) corporations like Cerner and Epic are transferring shortly to help FHIR.1 Notably in the USA, the Facilities for Medicare and Medicaid Providers (CMS) has mandated its use for medical health insurance payers and suppliers.
Remodel your analytical expertise within the well being cloud
The combination between Azure Well being Information Providers and SAS Well being may be transformational for organizations who’ve struggled to operationalize analytics. Not solely does this integration provide a know-how that’s safe, quick, and scalable, it democratizes analytics by permitting the enterprise or scientific consumer to question a affected person information set utilizing a pre-set parameter or algorithm and return outcomes inside a scientific workflow.
The standard view of well being analytics is that it happens outdoors the method of care and is ultimately faraway from the affected person. That’s altering, due to safe well being cloud environments like Azure Well being Information Providers and presents the chance for extra real-time integration of affected person and claims information. With the evolution of the citizen information scientist and respective interoperability, we now see a clearer path from analytics to improved well being care outcomes.
The graphic beneath illustrates the position of well being information analytic interoperability in well being and life sciences. In the end, using various well being information all through the method of care in a shared cloud surroundings will allow higher outcomes for us all.
SAS Well being and Azure Well being Information Providers
The embedded-AI capabilities of SAS Well being operating on FHIR information ingested by Azure Well being Information Providers present game-changing benefits throughout well being care supply and analysis.
SAS Well being on FHIR offers speedy entry to analytic insights inside EHRs, parsing out solely the data wanted, permitting near-real-time outcomes from, for instance, pharmacy claims, laboratory outcomes, or imaging. Predictive insights similar to medicine adherence or rising well being dangers are extra obtainable by a safe FHIR-based change. High quality care and affected person satisfaction enhance when suppliers can combine information throughout a number of programs and document sorts together with affected person information and claims information right into a single view.
Payers ruled by CMS are already mandated to transition to FHIR-based communication requirements and are experiencing early wins. For instance, adjudication of claims is without doubt one of the most time-consuming components of the payer course of. With FHIR, payers can securely question affected person information to find out medical necessity of a service or process and whether or not acceptable authorization was obtained, reducing time dramatically within the course of. With FHIR’s extensibility past the payer-provider core, pharmacy information may be queried to tell proactive illness administration applications with specialty medication and extra real-time formulary approvals to satisfy affected person wants.
For scientific analysis, information sharing generally is a frequent, time-consuming impediment. FHIR-ready datasets can speed up the era of latest well being insights and increase the universe of information sorts for analysis, together with social determinants of well being, real-world information, genetics, machine information from the web of medical issues, and extra.
In the end, these improvements in well being information analytic interoperability could make insights quicker throughout the huge ecosystem of pros who’re dedicated to a more healthy world. Whereas know-how is just one a part of the answer, enhancing well being begins with predicting future well being dangers and taking proactive steps to mitigate illness and promote bodily and psychological wellness.
Do extra along with your information with Microsoft Cloud for Healthcare
With Azure Well being Information Providers, well being organizations can rework their affected person expertise, uncover new insights with the ability of machine studying and AI, and handle PHI information with confidence. Allow your information for the way forward for healthcare innovation with Microsoft Cloud for Healthcare.
We look ahead to being your associate as you construct the way forward for well being.
®FHIR is a registered trademark of Well being Stage Seven Worldwide, registered within the U.S. Trademark Workplace and are used with their permission.
1Journal of the American Medical Informatics Affiliation, Quantity 28, Subject 11, November 2021, pages 2379–2384.