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Knowledge Graphs Help AI Make More Accurate Medical Diagnoses with 61% Success Rate
- MedReason uses knowledge graphs to improve medical reasoning in large language models (LLMs)
- Creates medical diagnosis chain-of-thought dataset with 3,000+ examples
- Proposes a novel Path-Constrained Reasoning method for accurate diagnosis
- Achieves 61% accuracy on medical diagnosis, outperforming alternatives
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