Radiology Report Generation Evaluation

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תובנה - Radiology Report Generation Evaluation

Automated Radiology Report Evaluation with MRScore: A Large Language Model-based Approach

MRScore, an LLM-based metric, accurately assesses the quality of automatically generated radiology reports by aligning with human expert evaluations.

Evaluating and Improving Radiology Report Generation with a Generative Metric for Clinically Significant Errors

GREEN (Generative Radiology Report Evaluation and Error Notation) is a radiology report generation metric that leverages language models to identify and explain clinically significant errors in candidate reports, enabling feedback loops with end-users and outperforming existing approaches.

엑스레이 보고서 생성 모델의 새로운 평가 지표 및 학습 방법론: 환자 친화적 용어 기반 접근

본 논문에서는 기존 엑스레이 보고서 생성 모델 평가 지표의 한계점을 지적하고, 환자 친화적인 용어를 사용한 새로운 평가 척도와 학습 방법론을 제시하여 모델의 의미 이해도를 향상시키는 프레임워크를 제안합니다.

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