Data Acquisition & De-Identification
Haystack integrates into a healthcare site's electronic health record (EHR), ingesting both structured and unstructured data. Major data sources include:
Unstructured data is ingested through our proprietary natural language processing (NLP) and optical character recognition (OCR) technology. During data ingestion, our programmatic de-ID engine redacts protected health information (PHI) with greater than 99% accuracy and without loss of clinical content. Our de-ID technology surpasses HIPAA Expert Determination standards, ensuring patient privacy is never compromised.