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To use our fine-tuned BioBERT model to predict whether a sentence from a radiology reports makes reference to priors, run the following:

from transformers import AutoTokenizer, AutoModelForTokenClassification

modelname = "rajpurkarlab/filbert"
tokenizer = AutoTokenizer.from_pretrained(modelname)
model = AutoModelForTokenClassification.from_pretrained(modelname)

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Text Classification

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