To use our fine-tuned BioBERT model to remove references to priors from radiology reports, run the following:
from transformers import AutoTokenizer, AutoModelForTokenClassification
modelname = "rajpurkarlab/gilbert"
tokenizer = AutoTokenizer.from_pretrained(modelname)
model = AutoModelForTokenClassification.from_pretrained(modelname)