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  ## RadBERT-RoBERTa-4m
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- This is one variant of our RadBERT models. It is initialized with RoBERTa weights and further trained with 4 million radiology reports deidentified from US VA hospital. This model achieves stronger medical language understanding performance than previous medical domain models such as BioBERT, Clinical-BERT, BLUE-BERT and BioMed-RoBERTa.
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  Performances are evaluated on three tasks:
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  (a) abnormal sentence classification: sentence classification in radiology reports as reporting abnormal or normal findings;
 
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  ## RadBERT-RoBERTa-4m
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+ This is one variant of our Radiology-BERT models from UC San Diego and VA healthcare system. It is initialized with RoBERTa weights and further trained with 4 million radiology reports deidentified from US VA hospital. The model achieves stronger medical language understanding performance than previous medical domain models such as BioBERT, Clinical-BERT, BLUE-BERT and BioMed-RoBERTa.
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  Performances are evaluated on three tasks:
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  (a) abnormal sentence classification: sentence classification in radiology reports as reporting abnormal or normal findings;