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Home » Power healthcare AI with unified, secured, multimodal healthcare data
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Power healthcare AI with unified, secured, multimodal healthcare data

adminBy adminOctober 10, 2024No Comments9 Mins Read
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We are announcing the general availability of healthcare data solutions in Microsoft Fabric and the public preview of healthcare application templates in Microsoft Purview.

Learn more about how Microsoft is powering healthcare with data and responsible AI. Read the latest Microsoft Cloud for Healthcare announcements.

We're excited to announce the general availability of our Healthcare Data Solution on Microsoft Fabric. It is a comprehensive solution that enables organizations to ingest, store, and analyze healthcare-related data from various sources and modalities into one unified data store for analytics and AI. Additionally, Microsoft Purview Medical Application Templates, an innovative suite of features designed to help you manage your healthcare data with confidence, is now available in public preview. With these advances, Microsoft Cloud for Healthcare now offers an expanded bundle of generally available services to further enhance your healthcare organization's digital transformation efforts.

EPAM is known for supporting Microsoft Cloud for Healthcare clients with advanced technology solutions and is reaping significant benefits by leveraging its healthcare data solutions on Microsoft Fabric. These benefits manifest in increased customer satisfaction, significant cost savings, and accelerated project schedules. The effectiveness of this solution is particularly noteworthy as it provides medical clients with reliable, AI-enabled data in an efficient manner.

“For modern AI and advanced analytics solutions, our forecast is that there will be significant investment in developing the data products needed for analytics needs, with a significant portion of that going to establishing the data foundation. The successful launch and pilot of the solution enabled us to significantly modify the scope of the project. The result was a reduction in implementation time and costs by over 40%, highlighting the efficiency and cost-effectiveness of the solution. .”
—Brian Blanchard, EPAM Cloud Chief Technology Officer

Integrate multimodal healthcare data for analytics and AI using Microsoft Fabric healthcare data solutions

The general availability of Microsoft Fabric healthcare data solutions represents a major leap forward in our data-centric healthcare journey. This comprehensive platform streamlines the integration, storage, and examination of diverse biomedical data, bridging the gap between siled data repositories and driving powerful analytical insights.

Microsoft Fabric healthcare data solutions enable healthcare organizations to ingest, store, and analyze data from a variety of sources and modalities. These data solutions provide a set of capabilities that enable a multimodal biomedical lakehouse capable of processing clinical, imaging, claims, conversational, and social determinants of health (SDOH) data. Adhere to Fast Healthcare Interoperability Resources (FHIR) and Digital Imaging and Communications in Medicine (DICOM) standards, implement data transformation, and ensure a secure and compliant framework for data management.

With healthcare data solutions, you can benefit from the following features:

A unified data model that supports industry standards such as FHIR and DICOM. A rich set of data transformation and enrichment tools to prepare your data for analysis and add clinical and demographic annotations. A suite of data visualization and cohort experiences. It helps you discover patterns, trends, and outliers in your data, and create dashboards and reports. Meet Health Insurance Portability and Accountability Act (HIPAA), Health Information Trust Alliance (HITRUST), and General Data Protection Regulation (GDPR) requirements with role-based access controls, data governance, and data A safe and compliant environmental system for.

In addition, we are pleased to announce the public preview of additional features that enhance the existing capabilities of our Healthcare Data Solution. These include:

Conversation data integration: Enables customers to send conversation data, including patient conversations, from DAX Copilot to Fabric. By sending DAX audio files, transcripts, and draft clinical notes to Fabric, customers and partners can leverage a variety of native Azure and Fabric tools to analyze and combine this data with other data. Generate comprehensive insights. Transforming public datasets on social determinants of health: United States Department of Agriculture (USDA) Place Affordability Index, Food Environment Atlas, Rural Atlas, Environmental Justice Index, ACS Educational Attainment, Agency for Healthcare Research and Quality (AHRQ), The Socio-Economic Index of Local Areas of Australia (SEIFA) and the UK Deprivation Index SDOH dataset enable healthcare organizations to identify risks and health-related social needs to create equitable healthcare. All patients and communities. Centers for Medicare and Medicaid Services Claim and Claim Line Feed Files (CMS CCLF) claims data ingestion: Streamline the ingestion of CMS CCLF claims data and harmonize it with clinical, imaging, and SDOH data for actionable patient and population insights. Pull out. Use this data to understand and manage healthcare costs, identify healthcare gaps, and support health outcomes. Care Management Analytics: Leverage integrated healthcare data and care management analytics templates to enhance patient care by identifying high-risk individuals, optimizing treatment plans, and improving care coordination to help organizations become more personalized. to provide efficient and preventative care. Data discovery and cohorting: An integrated workflow that allows you to create, manage, analyze, and share patient cohorts. Create cohorts using natural language and export them to your AI pipeline, notebook, or downstream application.

graphical user interface, website
Figure 1: Microsoft Fabric—enabling healthcare data solution functionality.

Healthcare data solutions help you unlock the value of your data and enable data-driven healthcare. Data can be used to improve patient outcomes, advance population health, optimize operational efficiency, and accelerate research and innovation. You can also leverage the power of AI and machine learning to build predictive models, identify risk factors, and personalize interventions.

Unleash the full potential of your healthcare data with new capabilities now available in Microsoft Fabric healthcare data solutions. Don't miss your chance to revolutionize healthcare services. Start your free trial today.

Microsoft Fabric Healthcare Data Solutions

Unlock the full potential of your healthcare data with newly available features

Protect your data with Microsoft Purview healthcare application templates

Healthcare organizations need to manage data with confidence and ensure robust security and strict compliance. Microsoft Purview is a unified data governance service that helps you discover, catalog, and classify data across your data estate. Healthcare application templates in Microsoft Purview can help you improve your customer journey by providing healthcare-specific taxonomy, a glossary of healthcare standards, and guidelines on how to use them in conjunction with healthcare data solutions in Microsoft Fabric. accelerate.

“Microsoft Purview Healthcare Application Templates strengthen Microsoft's commitment to supporting clients in the healthcare industry. At Sentara, we have leveraged glossaries and taxonomies to identify and tag critical assets. We look forward to working with them on the continued advancement of data governance.”
—Abdul Ghani Mohammed, IT Manager (Data Governance and Data Quality), Sentara Health

Identify sensitive medical data using medical classification

One of the key challenges in managing health data is identifying and protecting sensitive information such as protected health information (PHI) and personally identifiable information (PII). Microsoft Purview addresses this challenge by providing a set of healthcare-specific classifications based on the HIPAA Privacy Rule. These classifications include important medical classifications such as admission date, discharge date, etc. You can also create custom classifications using regular expressions and keywords to automatically discover and classify sensitive data across various data sources such as Azure Data Lake Storage, Azure SQL Database, Azure Synapse Analytics, and Power BI. Masu.

Understand medical data with a glossary based on medical standards

Healthcare data is often complex and diverse, coming from a variety of sources and formats. To help you understand and manage your data, Microsoft Purview provides a glossary of medical standards such as Fast Healthcare Interoperability Resources (FHIR) and Digital Imaging and Communications in Medicine (DICOM). These glossaries include definitions and metadata for common medical terms and concepts to improve data quality, consistency, and interoperability across your data estate.

Test your governance solution using medical sample data

Sample data is essential for evaluating, testing, and validating custom medical classifications and glossaries. By providing realistic and relevant healthcare datasets, customers can validate whether Purview healthcare application templates meet their organization's needs without bringing their own production or sample data. .

Protect your data with Microsoft Fabric healthcare data solutions

Healthcare application templates from Microsoft Purview make it easy to discover, catalog, and classify data, thereby enhancing data quality, consistency, and interoperability across your healthcare data estate.

These templates can enhance your Microsoft Fabric healthcare data solution with data governance features to help protect your data. You can use Microsoft Purview to scan your healthcare data solutions in your Microsoft Fabric data lake and catalog your data assets using classifications and glossaries. You can also use Microsoft Purview to monitor data lineage, data quality, and data access across your Microsoft Fabric pipeline and application healthcare data solutions. By integrating Microsoft Purview with Microsoft Fabric's healthcare data solution, you can get a holistic, trusted view of your healthcare data and leverage it for better insights and results. This unified approach not only strengthens security, but also ensures strict compliance, allowing healthcare organizations to manage their data with confidence.

Learn more about how to access the public preview and use healthcare application templates to protect your data in healthcare data solutions on Microsoft Fabric.

Microsoft Cloud for Healthcare helps organizations shape a healthier future with data and AI

We are excited to strengthen our investments in data and AI through Microsoft Cloud for Healthcare. Our healthcare solutions are built on a foundation of trust and Microsoft's Responsible AI Principles. Through these innovations, we make it easier for our partners and customers to create connected experiences at every point of care, empower healthcare professionals, and derive value from their data using data standards that matter to the healthcare industry.

To learn more about all of our solutions in healthcare, visit the Microsoft Cloud Solution Center.

Umesh Rostgi headshot

Umesh Rustogi

General Manager, Microsoft Health and Life Sciences Data Platform

As General Manager of Microsoft Health & Life Sciences Data Platform, umesh Rustogi has been actively involved in shaping innovative cloud solutions for the healthcare industry. He is a multifaceted leader with a proven track record of running customer-focused product engineering organizations. Umesh holds a master's degree in industrial engineering from North Carolina State University.

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