Private Health Information (PHI) Identification Model
Learn about the Language service Private Health Information (PHI) Identification Model to detect PHI entities and options to de-identify detected entities.
The PHI model is used to process healthcare records and detect additional private health information such as healthcare plan IDs, medical record numbers, and so on.
Note
When working with the Oracle PHI model, it's important to review the provided confidence scores for accuracy. These scores can help you determine the appropriate confidence threshold for your particular use case. However, to ensure compliance with regulations, it's always advisable to verify the accuracy of any detected PHI through other means such as human review.
When working with the Oracle PHI model, it's important to review the provided confidence scores for accuracy. These scores can help you determine the appropriate confidence threshold for your particular use case. However, to ensure compliance with regulations, it's always advisable to verify the accuracy of any detected PHI through other means such as human review.
Use Cases
- Efficient redaction of healthcare records
- Medical records such as progress notes, discharge summaries contain private health information, and which needs to be redacted for compliance reasons. PHI service can assist by automatically detecting and masking detected private health entities.
Supported Language
The PHI model supports English (United States).
Supported Entity Types
In addition to the current PII entities, the following entities are supported:
HEALTH_PLAN_IDMEDICAL RECORD NUMBERVEHICLE LICENSE PLATE USVEHICLE IDENTIFIER US