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updated README.md

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- # BERT-based deidentification model
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- 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.
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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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  language:
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  - en
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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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  ---
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  language:
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  - en
 
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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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+ # 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.