Evaluating progress in automatic chest x-ray radiology report generation
Artificial intelligence (AI) models for automatic generation of narrative radiology reports from
images have the potential to enhance efficiency and reduce the workload of radiologists …
images have the potential to enhance efficiency and reduce the workload of radiologists …
Ratescore: A metric for radiology report generation
This paper introduces a novel, entity-aware metric, termed as Radiological Report (Text)
Evaluation (RaTEScore), to assess the quality of medical reports generated by AI models …
Evaluation (RaTEScore), to assess the quality of medical reports generated by AI models …
Radiology-Aware Model-Based Evaluation Metric for Report Generation
We propose a new automated evaluation metric for machine-generated radiology reports
using the successful COMET architecture adapted for the radiology domain. We train and …
using the successful COMET architecture adapted for the radiology domain. We train and …
GREEN: Generative Radiology Report Evaluation and Error Notation
Evaluating radiology reports is a challenging problem as factual correctness is extremely
important due to the need for accurate medical communication about medical images …
important due to the need for accurate medical communication about medical images …