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 …
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 …