Accurate Extraction, and Health Insights with Amazon HealthLake
In the previous chapter, we examined the challenges in the review and verification stage of the Intelligent Document Processing (IDP) pipeline. We looked at how we can leverage business rules with serverless architecture to automate validation, such as checking the completeness of a document. We also discussed how to leverage and automate human review with AWS AI services and discussed completeness checks with post-processing logic. We learned how to use the Amazon Comprehend PII and Amazon Comprehend Medical PHI detection APIs to handle sensitive data. We will now change gear and dive into document processing with clinical health data extraction and insights with Amazon HealthLake. We will navigate through the following sections in this chapter:
- Introducing Fast Healthcare Interoperability Resources (FHIR)
- Using Amazon HealthLake as a health data store
- Handling documents with an FHIR data store
