Comparison of natural language processing algorithms in assessing the importance of head computed tomography reports written in Japanese.

Domain-specific BERT has superiority over the other models in assessing our newly proposed criteria called RIC of head CT radiology reports. The accumulation of similar and further studies of has a potential to contribute to medical safety by preventing missed important findings by clinicians.