OMB Individually Reported
Teledermatology Clinical Outcome Classification
High riskExact public inventory row
Description
This seeks to develop an NLP LLM tool that reviews dermatology and teledermatology clinical notes in the EHR and classify them into a clinical outcome category. Natural language processing is used to determine qualitative outcomes for skin diseases where quantitative metrics don't exist.
Detailed example
Classification of clinical outcomes
AI / analytics pattern
Natural Language Processing: AI that processes, interprets, and shares information in human language.
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
Measure and improve skin disease outcomes for both telehealth and in-person care.
Controls / human review
ATO: Not reported; PIA: Not published