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Intelligent Document Processing with AWS AI/ML

You're reading from   Intelligent Document Processing with AWS AI/ML A comprehensive guide to building IDP pipelines with applications across industries

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Product type Paperback
Published in Oct 2022
Publisher Packt
ISBN-13 9781801810562
Length 246 pages
Edition 1st Edition
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Author (1):
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Sonali Sahu Sonali Sahu
Author Profile Icon Sonali Sahu
Sonali Sahu
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Table of Contents (16) Chapters Close

Preface 1. Part 1: Accurate Extraction of Documents and Categorization
2. Chapter 1: Intelligent Document Processing with AWS AI and ML FREE CHAPTER 3. Chapter 2: Document Capture and Categorization 4. Chapter 3: Accurate Document Extraction with Amazon Textract 5. Chapter 4: Accurate Extraction with Amazon Comprehend 6. Part 2: Enrichment of Data and Post-Processing of Data
7. Chapter 5: Document Enrichment in Intelligent Document Processing 8. Chapter 6: Review and Verification of Intelligent Document Processing 9. Chapter 7: Accurate Extraction, and Health Insights with Amazon HealthLake 10. Part 3: Intelligent Document Processing in Industry Use Cases
11. Chapter 8: IDP Healthcare Industry Use Cases 12. Chapter 9: Intelligent Document Processing – Insurance Industry 13. Chapter 10: Intelligent Document Processing – Mortgage Processing 14. Index 15. Other Books You May Enjoy

Learning IDP for pharmacy receipt automation

Now, we will dive into a solution to extract the required information from a prescription, levering our AWS IDP pipeline. For this exercise, we will use the following sample pharmacy prescription:

Figure 8.6 – A sample prescription

Our goal is to find out the important information to be filled in on a medical prescription. We will answer some key questions to determine what goes into the medical prescription. We will leverage the Amazon Textract Queries feature to find the answer to our questions. Amazon Textract Queries leverages a combination of visual, spatial, and language contexts to provide answers to our natural language questions.

Let’s check out Amazon Textract Queries on the AWS Management Console for this sample prescription:

  1. Go to Amazon Textract on the AWS Management Console. Click on Try Amazon Textract:

Figure 8.7 – The AWS Management Console...

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