TrialMatchAI, a retrieval-augmented open-source LLM pipeline, reports strong trial retrieval and over 90% criterion-level eligibility accuracy, though key evaluations rely on selected cohorts and positive-only expert samples.
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TrialMatchAI: An End-to-End AI-powered Clinical Trial Recommendation System to Streamline Patient-to-Trial Matching
TrialMatchAI, a retrieval-augmented open-source LLM pipeline, reports strong trial retrieval and over 90% criterion-level eligibility accuracy, though key evaluations rely on selected cohorts and positive-only expert samples.