Create README.md
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README.md
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---
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language:
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- en
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pipeline_tag: token-classification
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tags:
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- medical
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---
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Protected health information (PHI) anonymization tool. Fine-tuned on the [i2b2 2014 training dataset](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4989908/) from the pretrained `bert-base-cased` model.
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Anonymizes according to the i2b2 2014 standard, including all ages, locations and organizations, dates (including lone years), names, professions, identification numbers, and contact information.
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Model released with the approval of Informatics for Integrating Biology & the Bedside.
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