75%
Reduction in prep time
20%
More patients seen daily
95%
Clinician satisfaction rate
The Challenge
What Problem Were We Solving?
Psychiatrists spent 30-45 minutes before each patient session reviewing unstructured clinical notes, previous session summaries, and medication histories. This pre-session preparation reduced the number of patients they could see.
Our Solution
How We Solved It
Designed and deployed RAG-based NLP pipelines to extract insights from unstructured clinical data. The system automatically summarizes patient history, flags relevant changes, and presents key information in a digestible format.
Technology Stack
Technologies Used
Python
Hugging Face
LangChain
FHIR
PostgreSQL
Results
Key Outcomes
75% Reduction in prep time
20% More patients seen daily
95% Clinician satisfaction rate
"This system gave me back hours every week while improving the quality of care I can provide. The AI summaries are remarkably accurate and have become indispensable to my practice."
Dr. Jennifer Park
Lead Psychiatrist, Mental Health Practice Network
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