CorBenchX provides a large-scale synthetic error dataset and benchmark for chest X-ray report error detection and correction, plus a multi-step RL method that improves model performance.
The growing nationwide radiologist shortage: current opportunities and ongoing challenges for international medical graduate radiologists
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CorBenchX: Large-Scale Chest X-Ray Error Dataset and Vision-Language Model Benchmark for Report Error Correction
CorBenchX provides a large-scale synthetic error dataset and benchmark for chest X-ray report error detection and correction, plus a multi-step RL method that improves model performance.