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README.md
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[gatortron-medium](https://huggingface.co/UFNLP/gatortron-medium) | 3.9 billion
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gatortron-large | 8.9 billion
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<h2>De-identification</h2>
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We applied a de-identification system to remove protected health information (PHI) from clinical text. We adopted the safe-harbor method to identify 18 PHI categories defined in the Health Insurance Portability and Accountability Act (HIPAA) and replaced them with dummy strings (e.g., replace people’s names into [\*\*NAME\*\*]).
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[gatortron-medium](https://huggingface.co/UFNLP/gatortron-medium) | 3.9 billion
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gatortron-large | 8.9 billion
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<h2>How to use</h2>
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<h2>De-identification</h2>
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We applied a de-identification system to remove protected health information (PHI) from clinical text. We adopted the safe-harbor method to identify 18 PHI categories defined in the Health Insurance Portability and Accountability Act (HIPAA) and replaced them with dummy strings (e.g., replace people’s names into [\*\*NAME\*\*]).
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