Shypd.aiThe largest open index of AI toolsclinicalBERT is an Open Source research tool that provides publicly available Clinical BERT embeddings. It facilitates clinical NLP research and development, allowing direct use through the transformers library.
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clinicalBERT is an open-source repository offering publicly available Clinical BERT embeddings, designed to advance clinical Natural Language Processing (NLP) research. It enables users to leverage pre-trained models like Bio+Clinical BERT and Bio+Discharge Summary BERT, which are finetuned from BioBERT or the cased version of BERT. The tool provides clear instructions for direct integration via the Hugging Face transformers library, simplifying access for researchers and developers. Additionally, it outlines steps to reproduce the pretraining process using MIMIC data and offers examples for downstream tasks such as Med NLI and NER, making it a comprehensive resource for those working with clinical text data.
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