Azure Security and Compliance Blueprint HIPAA/HITRUST – health data and AI
Securely ingest bulk patient data into Azure Blob storage.
Event Grid publishes patient data to Azure Functions for processing, and securely stores patient data in SQL Database.
Analyse patient data using Machine Learning, and create a Machine Learning-trained model.
Ingest new patient data in HL7/FHIR format and publish to Azure Functions for processing. Store in SQL Database.
Analyse newly ingested data using the trained Machine Learning Model.
Interact with patient data using PowerBI while preserving Role-based Access Control (RBAC).
- 1 Securely ingest bulk patient data into Azure Blob storage.
- 2 Event Grid publishes patient data to Azure Functions for processing, and securely stores patient data in SQL Database.
- 3 Analyse patient data using Machine Learning, and create a Machine Learning-trained model.
- 4 Ingest new patient data in HL7/FHIR format and publish to Azure Functions for processing. Store in SQL Database.
- 5 Analyse newly ingested data using the trained Machine Learning Model.
- 6 Interact with patient data using PowerBI while preserving Role-based Access Control (RBAC).
Implementation guidance
Products/Description | Documentation | |
---|---|---|
Azure functions |
Process events with serverless code | |
Event Grid |
Get reliable event delivery at massive scale | |
Storage Accounts |
Durable, highly available and massively scalable cloud storage | |
Azure SQL Database |
Managed, intelligent SQL in the cloud | |
Azure Machine Learning |
Bring AI to everyone with an end-to-end, scalable, trusted platform with experimentation and model management | |
Power BI Embedded |
Embed fully interactive, stunning data visualisations in your applications | |
Security Center |
Unify security management and enable advanced threat protection across hybrid cloud workloads | |
Azure Active Directory |
Synchronise on-premises directories and enable single sign-on | |
Key Vault |
Safeguard and maintain control of keys and other secrets | |
Application Insights |
Detect, triage and diagnose issues in your web apps and services | |
Azure Monitor |
Full observability into your applications, infrastructure and network | |
Operation Management Suite |
A collection of management services that were designed in the cloud from the start | |
RBAC and built-in roles |
Role-based access control (RBAC) has several built-in role definitions that you can assign to users, groups and service principals. |