| language: | |
| - py | |
| metrics: | |
| - f1 | |
| To use our fine-tuned BioBERT model to predict whether a sentence from a radiology reports makes reference to priors, run the following: | |
| ```python | |
| from transformers import AutoTokenizer, AutoModelForTokenClassification | |
| modelname = "rajpurkarlab/filbert" | |
| tokenizer = AutoTokenizer.from_pretrained(modelname) | |
| model = AutoModelForTokenClassification.from_pretrained(modelname) | |
| ``` | |