barek2k2
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bert_hipaa_sensitive_db_schema

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mHealth Application

column name classifier

data field classifier

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barek2k2 commited on May 2, 2025

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 This repository hosts a fine-tuned BERT-base model that classifies database column names as either **PHI HIPAA-sensitive** (e.g., `birthDate`, `ssn`, `address`) or **non-sensitive** (e.g., `color`, `food`, `country`).
 Use this model for:
-- Automatically auditing database schemas for HIPAA compliance
 - Preprocessing before data anonymization
 - Enhancing security in healthcare and mHealth applications
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 This repository hosts a fine-tuned BERT-base model that classifies database column names as either **PHI HIPAA-sensitive** (e.g., `birthDate`, `ssn`, `address`) or **non-sensitive** (e.g., `color`, `food`, `country`).
 Use this model for:
+- Masking PHI data fields before sharing database to avoid HIPAA compliance
 - Preprocessing before data anonymization
+- Identifying patient's sensitive data fields in a dataset before training an AI model
 - Enhancing security in healthcare and mHealth applications
 ---