DEV Community

Cover image for Building a Serverless Medical Document Processing Pipeline on AWS (Textract + AI)
David Fraas
David Fraas

Posted on

Building a Serverless Medical Document Processing Pipeline on AWS (Textract + AI)

  1. Problem
    Healthcare documents are messy PDFs, scans, forms.

  2. Architecture

  3. Pipeline stages

  • Upload to Amazon S3
  • Amazon Textract OCR
  • Amazon Comprehend Medical for medical entity extraction
  • AI extraction
  • Structured data output that can be stored in databases, analytics platforms, or downstream healthcare applications

Serverless benefits

  • HIPAA capable
  • scalable
  • event driven

GitHub repo link - https://github.com/digital6/medical-document-processing-pipeline

Video walk through - https://youtu.be/5ILJ7qkx9pU

Top comments (0)