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What is Training Language Models For Estimating Priority Levels in Ultrasound Examination Waitlists about?

This study explores the use of language models to estimate priority levels in ultrasound examination waitlists, addressing the challenges of manual reviews in hospitals. By fine-tuning models like JMedRoBERTa, the researchers found that these models can achieve accuracy comparable to human radiologists in prioritizing medical requests. The findings suggest that general-purpose language models can be effectively adapted for specific medical contexts, although further research is needed to refine their perfor

Author

leon860714

Language

EN