Extract ICD-10 Codes from Pathology Reports with Amazon Textract & Comprehend Medical
AWS Textract
Machine Learning - AWS Textract
• Machine Learning - AWS Textract
AWS CLI Textract
• AWS CLI Textract
Comprehend Medical
It’s a fully managed natural language processing (NLP) service from AWS, designed specifically for healthcare and life sciences. Instead of building custom AI models, you can feed it unstructured medical text — like doctor’s notes, pathology reports, or clinical trial documents — and it will automatically identify and extract useful information.
🔹 Key Features of Comprehend Medical
Entity Detection → Finds medical terms like conditions, medications, anatomy, and test results.
ICD-10 & RxNorm Mapping → Maps diagnoses to ICD-10-CM codes and medications to RxNorm codes for billing and standardization.
PHI Detection → Identifies Protected Health Information (PHI) to help with HIPAA compliance.
Medical Ontology Integration → Links extracted data to standardized vocabularies (ICD-10, RxNorm, SNOMED-CT).
Scalable & Serverless → No ML training needed; pay only for what you analyze.
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