Register for the upcoming live webinar to see an end-to-end demo of Microsoft Fabric!
Health & Life Sciences Fabric User Group present: Real-World Fabric: Ingest 250M Rows of Healthcare Data in Under 2 Hours Live webinar Tuesday, December 10 12:00-1:00 PM ET Register here Are you tired of watching Fabric demos where you can't use the tools hands-on and push them to the limits? Would you like to test out Microsoft Fabric with 250 million rows of real data? Maybe you need a solid demo or you have a real Healthcare use case for 10 years of #OpenData CMS Medicare Part D data? This session will walk you through the steps to easily deploy a solution using Fabric Notebooks, OneLake (Lakehouse), Warehouse, Pipelines, a Direct Lake Semantic Model, Power BI, and with everything optimized for use with the Fabric Copilots. All you need is a Fabric Workspace and a Power BI Pro license. You can even spin up an F64, deploy the solution from GitHub, and then pause the capacity while not in use. Inder Rana and Greg Beaumont will walk you through the process by which to install the solution, end-to-end, without writing any code. The entire 250M row medallion Lakehouse architecture will even be fully deployed during the session, end-to-end from the CMS servers to a Gold Lakehouse in Fabric.Data Science & Engineering Copilot - Leverage Advanced AI Machine Learning Models
Are you looking to harness the power of AI to streamline your data science and engineering workflows in healthcare? In our upcoming webinar episode, " Data Science & Engineering Copilot - Leverage Advanced AI Machine Learning Models for Healthcare," we’ll showcase how Data Science and Data Engineering Copilot from Microsoft Fabric are transforming the way healthcare organizations manage, analyze, and derive insights from data. These AI-powered copilots enable healthcare teams to streamline complex data engineering pipelines and accelerate the development of advanced data science models.Data Factory, Data Warehouse and Notebook Copilots - Transforming Your Healthcare Data with Copilots
Are you someone looking to gain deeper insights from your healthcare data? Whether you're a seasoned expert or just starting to explore data-driven decision-making, our exclusive webinar series, "Copilot for Microsoft Fabric - Healthcare and Pharma Focus," is designed with you in mind. Microsoft Fabric is a unified analytics platform that brings together all your data across various sources, enabling seamless integration, analysis, and collaboration. At the heart of this platform are Fabric Copilots—revolutionary AI-driven tools that assist users in navigating and making sense of complex data. These copilots help automate tasks, generate actionable insights, and empower you to make better, more informed decisions.
Driving Better Patient Outcomes with Care Management Analytics in Healthcare data solutions
In today's rapidly evolving healthcare landscape, effective data driven decision is more crucial than ever. The ability to analyse, manage, and optimize patient care processes relies on the seamless integration of diverse data sources like clinical, claims, social determinants of health etc. Leveraging the innovative medallion Lakehouse architecture, care management analytical template capabilities provide a robust platform for organizations to derive actionable insights and drive better patient outcomes. The Medallion Lakehouse for Care Management analytics Built on the foundation of the healthcare data solutions in Microsoft Fabric which utilizes the medallion Lakehouse architecture. This architecture consists of three foundational layers, each playing a critical role in transforming raw data into actionable insights: Bronze: The Raw Zone The Bronze layer serves as the raw data zone, storing all data in its original format. This data includes various sources such as patient encounters, conditions, treatment adherence records, and other relevant care management information. By maintaining this data in its raw form, organizations ensure the integrity and completeness of the dataset, providing a solid foundation for subsequent processing and analysis. Silver: The Enriched Zone In the Silver layer, data from the Bronze Lakehouse is enriched and transformed into a standardized format for analysis. This layer stores metadata and file references based on healthcare interoperability standards such as FHIR (Fast Healthcare Interoperability Resources). The enriched data provides a holistic view of the patient record, integrating different modalities in healthcare data solutions which are critical for comprehensive care analysis. Gold: The Curated Zone The Gold layer represents the curated zone, where data is refined and structured for advanced analytics and reporting. By building a comprehensive data model, the data is optimized for, predictive analytics, and reporting dashboards that can provide deep insights into care quality, patient outcomes, and operational efficiency. Conceptual Architecture Care management analytics involves integrating and analysing diverse datasets, including clinical, claims and social determinants of health data. The medallion Lakehouse architecture in Microsoft Fabric offers the flexibility to ingest and process these data types at scale. The data flows from raw data ingestion to transformation into the Gold Lakehouse format. End to End execution steps Step 1: Create a workspace and add health solutions capability. Step 2: Set up healthcare data solutions on your Fabric workspace. Follow the guidance from the deployment wizard and add sample data if needed. Step 3: Select the Care Management analytics capability and click on Deploy. Step 4: Copy the sample data downloaded into the bronze lakehouse under Process\Clinical\FHIR-HDS folder Step 5: Run the care management analytical data pipeline to transform the data from the bronze lakehouse to gold lakehouse. Step 6: Access the Power BI dashboards once the above steps are completed to view detailed visualization on Clinical and Claims data. Transforming Care Management analytics with healthcare data solutions Healthcare data solutions care management analytics capability provides a comprehensive template solution for customers and partners to unify and analyze diverse data. By leveraging the medallion Lakehouse architecture, healthcare organizations can unlock the potential of their data, enhance care coordination, and drive better patient outcomes. The seamless integration of raw, enriched, and curated data layers ensures that insights are not only actionable but also scalable and sustainable. For more information on how Healthcare data solutions can revolutionize your care management analytics, please review our detailed documentation and get started with transforming your healthcare data landscape today. https://go.microsoft.com/fwlink/?linkid=2284603 FHIR® is a registered trademark of Health Level Seven International, registered in the U.S. Trademark Office, and is used with their permission. Medical device disclaimer: Microsoft products and services (1) are not designed, intended or made available as a medical device, and (2) are not designed or intended to be a substitute for professional medical advice, diagnosis, treatment, or judgment and should not be used to replace or as a substitute for professional medical advice, diagnosis, treatment, or judgment. Customers/partners are responsible for ensuring solutions comply with applicable laws and regulations.
