AWS Certified Cloud Practitioner
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A medical company wants to develop an AI application that can access structured patient records, extract relevant information, and generate concise summaries. Which solution will meet these requirements?
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RRitesh
A
Use Amazon Comprehend Medical to extract relevant medical entities and relationships. Apply rule-based logic to structure and format summaries.
B
Use Amazon Personalize to analyze patient engagement patterns. Integrate the output with a general-purpose text summarization tool.
C
Use Amazon Textract to convert scanned documents into digital text. Design a keyword extraction system to generate summaries.
D
Implement Amazon Kendra to provide a searchable index for medical records. Use a template-based system to format summaries.
Explanation:
Explanation
Amazon Comprehend Medical is specifically designed for healthcare and medical text analysis. It can extract medical entities (such as medications, conditions, procedures) and relationships from unstructured text. This makes it ideal for processing structured patient records to extract relevant information.
Why Option A is correct:
- Amazon Comprehend Medical is purpose-built for medical text analysis
- It can extract medical entities and relationships from patient records
- Rule-based logic can then structure and format the extracted information into concise summaries
Why other options are incorrect:
- Option B (Amazon Personalize): This is for recommendation systems, not medical text analysis or summarization
- Option C (Amazon Textract): This is for document text extraction (OCR), not for understanding medical content or generating summaries
- Option D (Amazon Kendra): This is a search service, not designed for medical entity extraction or automated summarization
Key AWS Services:
- Amazon Comprehend Medical: Natural language processing service for healthcare that uses machine learning to extract medical information from unstructured text
- Rule-based logic: Can be used to format the extracted entities into structured summaries
This solution directly addresses the requirement to access structured patient records, extract relevant medical information, and generate concise summaries.
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