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README.md
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@@ -12,6 +12,8 @@ GatorTron-Base is pre-trained using a dataset consisting of:
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- 2.5B words from WikiText,
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- 0.5B words of de-identified clinical notes from MIMIC-III
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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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- 2.5B words from WikiText,
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- 0.5B words of de-identified clinical notes from MIMIC-III
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The Github for GatorTron is at : https://github.com/uf-hobi-informatics-lab/GatorTron
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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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