Amazon Comprehend Medic lab

 AWS Comprehend Medical is a specialized service within AWS Comprehend that is designed to understand medical text. It offers features like entity recognition, relationship extraction, and question answering.

1. Prerequisites

• An AWS account
• Medical text data to analyze

2. Create a Comprehend Medical Job

• Navigate to Comprehend: In the AWS Management Console, search for "Comprehend" and select the service.
• Create a job: Click on "Create job".
• Choose a job type: Select a Comprehend Medical job type (e.g., "DetectEntities", "DetectPHI").
• Provide details: Specify the input data location (e.g., S3 bucket) and output location.
• Create the job: Click "Create job".

creating a Comprehend Medical job

3. Upload Your Medical Data

• Upload data: Upload your medical text data (e.g., clinical notes, medical reports) to the specified S3 bucket.

4. Monitor the Job

• Check job status: Check the status of your job in the Comprehend console.
• View results: Once the job is complete, view the analysis results.

monitoring a Comprehend Medical job

5. Analyze the Results

• Interpret the results: Analyze the results based on the job type.
• For example, for entity recognition:
  • Medical entities: Comprehend Medical will identify medical entities like medications, symptoms, and diagnoses.

entity recognition results in Comprehend Medical

Additional Steps

• Use custom entity labels: Define your own entity labels for custom entity recognition.
• Integrate with other AWS services: Comprehend Medical can be integrated with other AWS services like Lambda and Kinesis.
• Use Comprehend Medical for question answering: Use Comprehend Medical to answer questions about medical text data.