Clinical Trial Matching Agent

Problem It Solves

How It Works

A Profile Parser agent extracts structured medical data from patient records. A Trial Search agent queries clinical trial databases with relevant criteria. A Matcher agent evaluates each trial's inclusion/exclusion criteria against the patient profile and ranks results by eligibility confidence, proximity, and trial phase.

Getting Started

1. 1

   Set up LangGraph with Profile Parser, Trial Search, and Matcher nodes

2. 2

   Integrate with ClinicalTrials.gov API and institutional trial registries

3. 3

   Build medical terminology mapping for inclusion/exclusion criteria parsing

4. 4

   Ensure HIPAA-compliant data handling and storage throughout the pipeline

5. 5

   Create patient-facing summaries with plain-language trial descriptions and enrollment steps