In the ever-evolving world of healthcare, data plays a crucial role in improving patient care, research, and overall efficiency. However, managing and analyzing healthcare data is often hindered by fragmented systems and complex formats. Microsoft Fabric in Healthcare is a revolutionary solution that aims to bridge this gap. This comprehensive analytics platform empowers healthcare organizations to unlock the true potential of their data, transforming healthcare insights and paving the way for a data-driven future.
Data is essential to the healthcare industry because it informs choices, spurs creativity, and ultimately improves lives. However, many healthcare organizations are still hampered by antiquated platforms like Oracle or SQL Server data warehouses as data analytics advances. Though formerly state-of-the-art, these systems are now unable to meet the needs of contemporary healthcare use cases.
Limitations of Legacy Healthcare Analytical Systems
Organizations in the healthcare and life sciences work with a variety of PHI-containing data, such as clinical, engagement, imaging, claim, and research data pertaining to patients. The challenge of handling this wide variety of structured and unstructured data falls on legacy systems to satisfy privacy, security, deidentification, compliance, performance, and scalability needs. This is important, particularly for image data sets that span petabytes. It also needs a new and capable solution like Microsoft Fabric, which is AI and CoPilot enabled with a comprehensive ecosystem of data and analytics services and apps to build actions from insights, as legacy systems are not designed to derive insights from cutting edge AI enabled modern solutions.
The largest issue facing data management in the healthcare sector is the existence of data silos amongst providers who have been using disparate standards for decades. This lack of sharing and interoperability has an adverse effect on patient care.
Due to their reliance on expensive and exclusive proprietary formats, legacy systems’ limitations with unstructured data—a crucial component of contemporary healthcare analytics—reduce flexibility and present performance and scalability issues.
The Transformative Solution to Modernization
Without the drawbacks and constraints of outdated systems, Microsoft Fabric offers a single, scalable solution that supports all data management and analytical tasks.
As of the time this article was written, Microsoft Fabric had taken healthcare data solutions to production-ready (note: not for production usage) previews. It is anticipated that these core solutions would deliver benefits that healthcare organizations striving to be at the forefront of cutting-edge technology won’t be able to ignore once they become broadly available. Here, we look at a few scenarios that can help these kinds of companies switch from on-premises or on-cloud SQL Server or Oracle-based old analytics solutions to Microsoft Fabric.
Data from a variety of sources, including those listed below in a variety of standards and formats—FHIR, HL7 V1/V2, SNOMED CT, CDISC, CCDA, NCPDP, and of course semi-structured and unstructured formats—are sourced by a contemporary healthcare and life science analytics system.
Converting and storing most of the aforementioned data categories in FHIR Server is the solution. By calling each necessary service in turn—for example, MedTech Service for MedTech data—a contemporary data service like Azure Health Data Services can streamline the procedure.
It’s time to switch to a contemporary cloud-based solution to handle heavy workloads fulfilling demanding, business-critical use-cases since the legacy system cannot match the performance and scale. Using Power BI to visualize trends and identify patterns can enhance clinical decision support, patient outreach, patient care management, and operational efficiency improvements, at the very least.
The data and analytics solutions built on Microsoft Fabric, transforms unstructured and semi-structured data into tabular shape, persisted in data lake (OneLake), ready for high performant AI-ML-analytics workloads leveraging unified experience with autoscaling in Spark and serverless SQL pools.
With the help of Microsoft Fabric’s healthcare data solutions, a multi-modal data estate with important image support—such as MRIs, scans, and X-rays—is set up. When paired with clinical data, the image pixel data and DICOM metadata increase the precision of the diagnosis. Petabytes of picture pixel data can be stored in an optimal manner in Fabric Onelake or Azure ADLS Gen2.
The bronze layer of the data lake can receive FHIR data, which can then be ingested and enriched in the silver layer to prepare it for text analytics workloads. The gold layer, which includes the common data model (CDM) for the Observational Medical Outcomes Partnership (OMOP) in open community standards for patient outreach and OMOP analytics, comes next.
Partnering for Modernization: The XR Studios Edge
A set of technology accelerators from XR Studios along with Microsoft Fabric make the migration process more affordable, time-bound, and accessible.
XR Studios is capable of more than just data migration. It has to do with change. XR Studios makes sure that modernization is simple, inexpensive, and tailored to the unique requirements of healthcare organizations with solutions like Migration-as-a-Service (MaaS) and specialized AI services like HealthSynopsis. Using MaaS framework in conjunction with our Automated Ingestion & DQ accelerator, a thorough assessment of the current legacy systems, such as Oracle or SQL Server environments, is the first step towards modernization. This stage is crucial for determining the particular problems and opportunities in the data scenario of each healthcare organization. Next, in order to expedite data migration and facilitate advanced analytics workloads, XR Studios implements a pilot program that assists in laying the groundwork for the building of a unique data platform on Microsoft Fabric.
The pilot stage is when concepts are implemented. The potential of Microsoft Fabric with unified workloads and a commercial model is illustrated using a subset of workloads with a particular use-case. The pilot allows for a scaled-out corporate rollout through waves of sprints, lasting two to four weeks each. This approach provides a clear strategy for growing into a comprehensive data platform while reducing the risk of migration.
Businesses can save expenses by up to 30% by utilizing automation and boosting productivity. More control over migration is provided by the procedure, which includes a dashboard for tracking advancement. Access to a variety of data and analytics services, including Spark, AI-ML, and real-time analytics, under a single workspace is another benefit of moving to Microsoft Fabric.
Closing Thoughts: Together, Impacting Tomorrow
Unquestionably, healthcare companies require a data analytics system that can expand and change with them. This presents a chance to let go of the constraints of antiquated healthcare analytical systems and embrace a future in which data influences choices and patient outcomes.
Not only is the switch from outdated data warehouses to Microsoft Fabric a technological one, but it’s also a wise one that makes healthcare companies more adaptable, responsive, and agile. With the help of XR Studios experience and Microsoft Fabric, healthcare organizations can expedite this process and fully utilize their data estate.
Initiate Your Healthcare Analytics Transformative journey in Just 4 Weeks
Explore our quick pilot solution to witness directly the amazing benefits of a smooth transfer. A new era of unified data experiences can be unlocked by modernizing with Microsoft Fabric and switching from SQL Server or Oracle data warehouses.
Conclusion
Microsoft Fabric is poised to revolutionize healthcare through its comprehensive data analytics platform. By enabling the seamless integration and analysis of vast amounts of healthcare data, Fabric empowers organizations to unlock valuable insights. This newfound knowledge can be leveraged to improve clinical decision-making, accelerate research, and ultimately transform patient care. With its focus on data privacy and compliance, Microsoft Fabric offers a secure foundation for building a future of data-driven healthcare.
