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Microsoft

Explore healthcare data solutions in Microsoft Fabric

Microsoft via Microsoft Learn

Overview

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  • Learn how to deploy Healthcare Data Solutions in Microsoft Fabric and ingest sample data.

    This module explains the following concepts:

    • Deploy healthcare data foundations and sample data
    • How to ingest sample data
    • Microsoft Fabric capabilities that help you explore and analyze the ingested data
  • Learn how to ingest clinical data in FHIR into healthcare data solutions in Microsoft Fabric.

    This module explains the following concepts:

    • Concepts for ingesting clinical data in FHIR format and how the system transforms data into the healthcare data model
    • Unified folder structure for ingestion
    • How to ingest data by using different approaches
    • Microsoft Fabric capabilities that help you explore and analyze the ingested data
  • Learn about the DICOM transformation capability in healthcare data solutions in Microsoft Fabric.

    This module explains the following concepts:

    • The DICOM transformation capability and how to ingest DICOM imaging data in FHIR format
    • Different approaches to use for ingesting data
    • Microsoft Fabric capabilities that help you explore and analyze the ingested data
  • Learn about Observational Medical Outcomes Partnership (OMOP) transformations in healthcare data solutions in Microsoft Fabric.

    This module explains the following concepts:

    • OMOP transformations in healthcare data solutions in Microsoft Fabric
    • How to deploy and use OMOP transformations
    • How to use notebooks to run a sample scenario with the gold lakehouse
  • Social determinants of health (SDOH) are the social conditions that contribute to an individual's or a population group's health outcomes. Ingesting SDOH datasets into a standardized healthcare data model in a Microsoft Fabric data lake unlocks many analytical capabilities for your organization to gain a more comprehensive understanding of a patient's health profile.

    This module explains the following concepts:

    • SDOH datasets - transformations capability in healthcare data solutions
    • How to deploy the solution in your Fabric workspace
    • How to analyze SDOH data in your Fabric workspace
  • With CMS Claims data transformations, you can ingest, store, and analyze claims data in Centers for Medicare & Medicaid Services (CMS) Claim and Claim Line Feed (CCLF) format. CMS Claims data transformations is an optional capability of healthcare data solutions in Microsoft Fabric. In this module, you learn about the CMS Claims data transformations capabilities that are available in healthcare data solutions in Fabric. This module explains how to configure and run the notebooks to transform healthcare data from CCLF format and then ingest it into the Fabric lakehouse.

    This module explains the following concepts:

    • CMS Claims data transformations in healthcare data solutions
    • How to deploy the solution into your Fabric workspace
    • How to analyze claims data in your Fabric workspace
  • Learn how to gain insights using Dynamics 365 Customer Insights - Data Preparation

    In this module, you'll:

    • Deploy the capability.
    • Run the data pipeline to transform your data from the silver lakehouse.
    • Gain insights with the data in customer insights lakehouse connected to Dynamics 365 Customer Insights - Data.
  • Care management analytics in healthcare data solutions provides a comprehensive analytical platform essential for optimizing patient outcomes and resource utilization in today's healthcare landscape.

    This module explains the following concepts:

    • Overview of Care Management analytics in healthcare data solutions
    • How to deploy the solution into your Fabric workspace
    • Analyze your care management efforts using the data in your Fabric workspace

Syllabus

  • Deploy Healthcare Data Solutions in Microsoft Fabric and ingest sample data
    • Introduction
    • Explore the unified folder structure
    • Exercise - Deploy healthcare data solutions in Microsoft Fabric with sample data
    • Check your knowledge
    • Summary
  • Ingest clinical data in FHIR into healthcare data solutions in Microsoft Fabric
    • Introduction
    • Explore the unified folder structure
    • Explore approaches for ingesting clinical data
    • Exercise - Ingest data from your own storage
    • Ingest clinical data using the FHIR service
    • Exercise - Ingest data from Azure Health Data Services FHIR service
    • Explore clinical data in the lakehouses
    • Exercise - Use queries to explore data in lakehouses
    • Check your knowledge
    • Summary
  • Ingest DICOM data into healthcare data solutions in Microsoft Fabric
    • Introduction
    • Explore approaches for ingesting DICOM data
    • Exercise - Deploy DICOM transformation to ingest imaging data
    • Explore DICOM data ingestion from Azure Health Data Services
    • Exercise - Ingest data from Azure Health Data services by using the DICOM service
    • Exercise - Explore imaging data in the lakehouse
    • Check your knowledge
    • Summary
  • Deploy and use OMOP transformations for analytics
    • Introduction
    • Overview of OMOP transformations
    • Exercise - Deploy OMOP transformations
    • Analyze OMOP transformations data
    • Exercise - Use the drug exposure notebooks
    • Check your knowledge
    • Summary
  • Deploy and use SDOH datasets transformations for analytics
    • Introduction
    • Overview of social determinants of health datasets
    • Exercise - Deploy the SDOH datasets - transformations capability
    • SDOH datasets in lakehouses
    • Exercise - Explore SDOH data in lakehouses
    • Exercise - Bring your own SDOH datasets into the lakehouse
    • Check your knowledge
    • Summary
  • Deploy and use CMS Claims data transformations
    • Introduction
    • CMS Claims data transformations overview
    • Exercise - Deploy the CMS Claims data transformations capability
    • Use CMS Claims data transformations for analytics
    • Exercise - Explore CMS Claims data transformations
    • Check your knowledge
    • Summary
  • Gain insights using Dynamics 365 Customer Insights - Data Preparation
    • Introduction
    • Understand the capability architecture
    • Exercise - Deploy Dynamics 365 Customer Insights - Data Preparation capability
    • Prepare data for Dynamics 365 Customer Insights
    • Exercise - Connect to Dynamics 365 Customer Insights
    • Analyze data
    • Exercise - Analyze data
    • Check your knowledge
    • Summary
  • Deploy and analyze using care management analytics
    • Introduction
    • Overview of care management analytics
    • Exercise - Deploy care management analytics capability
    • Analyze using care management dashboards
    • Exercise - Analyze your data
    • Check your knowledge
    • Summary

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