| # BERT-based deidentification model | |
| This repo contains model weights trained on the I2B2 dataset. Note that the hosted inference API uses a different tokenizer than what we developed for this task. | |
| Please see [OBI EHR deidentification](https://github.com/obi-ds/ehr_deidentification) for more details and how to get started. | |
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| language: | |
| - en | |
| thumbnail: "https://www.onebraveidea.org/wp-content/uploads/2019/07/OBI-Logo-Website.png" | |
| tags: | |
| - deidentification | |
| - medical notes | |
| license: "any valid license identifier" | |
| datasets: | |
| - I2B2 | |
| metrics: | |
| - F1 | |
| - Recall | |
| - AUC | |
| widget: | |
| - 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)." | |
| - text: "Home Address: 123 Park Drive, San Diego, CA, 03245. Home Phone: 202-555-0199 (home)." | |
| - 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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