AWS Comprehend Medical
HIPAA-eligible NLP service that uses machine learning to extract relevant medical information from unstructured text, identifying conditions, medications, and PHI.
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What is AWS Comprehend Medical?
Amazon Comprehend Medical is a HIPAA-eligible natural language processing service that uses machine learning to extract relevant medical information from unstructured text. It can identify medical conditions, medications, and protected health information, and links to medical ontologies such as ICD-10-CM, RxNorm, and SNOMED CT. The service is designed to accelerate insurance claim processing, improve population health, scale pharmacovigilance, and perform medical cohort analysis.
Key features
- Entity extraction
- ICD-10 coding
- PHI detection
- Relationship extraction
- Ontology linking
- Entity extraction
- ICD-10 coding
- PHI detection
- Relationship extraction
- Ontology linking
- HIPAA-eligible
- Pre-trained for medical text
- Medical ontology linking
- HIPAA-eligible NLP service
Use cases
- Clinical documentation
- Claims processing
- Research
- Accelerate insurance claim processing
- Improve population health
- Scale and accelerate pharmacovigilance
- Perform medical cohort analysis
- Accelerating insurance claim processing
- Performing medical cohort analysis for clinical trials
- Scale pharmacovigilance
- Insurance claim processing automation
- Population health analysis
- Pharmacovigilance and drug safety monitoring
- Clinical trial patient cohort selection