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