Intelligent Medical Language Analysis Generation (IMAGEN)
Description
This AI use case helps employees visualize, search, and more easily identify relevant clinical content in medical records. The use case improves efficiency and accuracy of disability determinations/decisions.
Detailed example
Document annotations on medical records to aid in navigation such as identifying patient encounters, tests, dates, and other relevant information. Possible impairment and SSA Medical Listing Codes are also identified.
AI / analytics pattern
Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relationships.
Automation level / stage
c) Deployed – The use case is being actively authorized or utilized to support the functions or mission of an agency.
Expected benefit
The use case improves efficiency and accuracy
Controls / human review
ATO: Yes; PIA: Not published
Data needed
Historically adjudicated disability claims and outcomes. Manually annotated documents