Automated PHI Removal

https://www.databricks.com/solutions/accelerators/automated-phi-removal
HIPAA requires organizations to limit access to Protected Health Information (PHI). Removing PHI from unstructured data such as images and PDFs can be challenging and manually intensive. Our joint Solution Accelerator with John Snow Labs automates the detection of sensitive information contained within unstructured data using NLP models for healthcare. Extracted data is stored within the Lakehouse, where teams can use the pre-trained models to easily remove, obfuscate or mask data for downstream analytics at massive scale.

* Convert unstructured data like PDFs to structured text with OCR models
* Easily detect PHI using pre-trained NLP models for healthcare
* Automatically remove or de-identify PHI for downstream analysis

Click on the "Get instant access" button in the top right corner to clone the solution accelerator repo into your workspace. Once the repo is cloned into your workspace, please execute the **RUNME** notebook in the repo in order to create the cluster and job you can use to run the notebooks.