Spark NLP in Action

Spark NLP for Healthcare De-Identification
Deidentify structured data
Deidentify PHI information from structured datasets using out of the box Spark NLP functionality that enforces GDPR and HIPPA compliance, while maintaining linkage of clinical data across files.
Deidentify free text documents
Deidentify free text documents by either masking or obfuscating PHI information using out of the box Spark NLP models that enforce GDPR and HIPPA compliance.
Deidentify DICOM documents
Deidentify DICOM documents by masking PHI information on the image and by either masking or obfuscating PHI from the metadata.
De-identify PDF documents - HIPAA Compliance
De-identify PDF documents using HIPAA guidelines by masking PHI information using out of the box Spark NLP models.
De-identify PDF documents - GDPR Compliance
De-identify PDF documents using GDPR guidelines by anonymizing PHI information using out of the box Spark NLP models.
Detect PHI Entities (Bert For Token Classification)
This demo shows how protected health information that may need to be de-identified can be extracted using Spark NLP model which trained with BertForTokenClassifier.