OMB Individually Reported
VA CART Adenoma Detection
High riskExact public inventory row
Description
Extracts adenoma status for CART Veterans using Natural Language Processing (NLP) of VistA colonoscopy surgical pathology reports
Detailed example
Results contain 0 for no evidence of adenoma or 1 for evidence of adenoma in the pathology report
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
Leads to more informed personalized discussion with patients
Controls / human review
ATO: Not reported; PIA: Not published