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Table 1 The 10 most commonly assigned protocols and their frequencies

From: Exploring the performance and explainability of fine-tuned BERT models for neuroradiology protocol assignment

Protocol name

Number of entries

MR brain demyelinating

4,076

MR brain mass/metastases/infection

32,587

MR moya-moya with Diamox

1,765

MR nasopharynx oropharynx

3,945

MR orbit sinus face

4,289

MR seizure

3,476

MR sella

5,297

MR skull base

4,390

MR stroke

23,704

MR vascular malformation/hemorrhage/trauma

4,523

Total

88,052