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--- |
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language: |
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- en |
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thumbnail: "https://www.onebraveidea.org/wp-content/uploads/2019/07/OBI-Logo-Website.png" |
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tags: |
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- deidentification |
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- medical notes |
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datasets: |
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- I2B2 |
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metrics: |
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- F1 |
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- Recall |
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- AUC |
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widget: |
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- text: "Physician Discharge Summary Admit date: 10/12/1982 Discharge date: 10/22/1982 Patient Information Jack Smith, 54 y.o. male (DOB = 1/21/1928)." |
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- text: "Home Address: 123 Park Drive, San Diego, CA, 03245. Home Phone: 202-555-0199 (home)." |
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- text: "Hospital Care Team Service: Orthopedics Inpatient Attending: Roger C Kelly, MD Attending phys phone: (634)743-5135 Discharge Unit: HCS843 Primary Care Physician: Hassan V Kim, MD 512-832-5025." |
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--- |
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# BERT-based deidentification model |
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This repo contains model weights for clinical note de-deidentification trained on the I2B2 dataset. Note that the hosted inference API uses a different tokenizer than what we developed for this task. |
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Please see [OBI EHR deidentification](https://github.com/obi-ds/ehr_deidentification) for more details and how to get started. |
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