RadSEM is a constrained LLM-assisted metric that rewrites radiology reports into atomic finding sentences, applies contradiction-constrained many-to-many matching, and computes an abnormal-focused weighted F1 score.
Benchmarking chinese medical llms: A medbench-based analysis of performance gaps and hierarchical optimization strategies.arXiv preprint arXiv:2503.07306, 2025
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RadSEM: A Finding-by-Finding Metric for Clinical Consistency in Radiology Reports
RadSEM is a constrained LLM-assisted metric that rewrites radiology reports into atomic finding sentences, applies contradiction-constrained many-to-many matching, and computes an abnormal-focused weighted F1 score.