Clinical Trial Matching Agent
Personalized clinical trial discovery based on real diagnostic data.
Patients see fewer, more relevant trials and arrive better prepared—reducing confusion and screening effort.
This agent builds a personalized clinical profile using patient-provided information such as pathology reports, biomarker results, and short surveys. It evaluates trial protocols and eligibility criteria to identify trials that are more likely to be relevant, and explains why each trial may be a fit.
In peer-reviewed research, this approach achieved 87.3% matching accuracy and a 42.6% reduction in screening time.
Agent Tasks
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Collects patient information from surveys and uploaded diagnostic reports
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Evaluates trial eligibility by reasoning over full study protocols
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Matches patients to relevant trials based on clinical fit, not keywords
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Explains why each trial may be a potential match in clear terms
Trained on
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Clinical trial protocols and eligibility criteria
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ClinicalTrials.gov and structured trial metadata
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Patient diagnostic reports and structured surveys
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Organization-specific trial and program materials
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