--- a +++ b/test_negation.py @@ -0,0 +1,16 @@ +from transformers import AutoTokenizer, AutoModelForSequenceClassification, TextClassificationPipeline +tokenizer = AutoTokenizer.from_pretrained("bvanaken/clinical-assertion-negation-bert") +model = AutoModelForSequenceClassification.from_pretrained("bvanaken/clinical-assertion-negation-bert") + + +input = "The patient recovered during the night and now denies any [entity] shortness of breath [entity]." +input = "Excess sodium from aspirin is not linked to elevations in blood pressure (BP)." + + +classifier = TextClassificationPipeline(model=model, tokenizer=tokenizer) + +classification = classifier(input) + + + +print(classification) \ No newline at end of file