Ensight with ENCOG

ENCOG™ is an advanced AI-enabled deidentification and anonymization software designed specifically for the healthcare sector.

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Overview

Its primary function is to remove Protected Health Information (PHI) from medical imaging data, ensuring patient privacy while preserving the clinical utility of the data for research, analysis, and operational use.

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Features

  • Comprehensive PHI Removal
    ENCOG uses advanced AI (Computer Vision & NLP) to detect and remove PHI from:
    Pixel data (e.g., burned-in names, dates, IDs)
    DICOM metadata
    Private DICOM tags
    Even embedded image data is fully anonymized.
  • Clinical Relevance Preservation
    ENCOG preserves essential clinical details (e.g., laterality, positioning, projection) while removing PHI, ensuring data remains useful for research and workflows.
     
  • Multi-Modality Support
    ENCOG is compatible with a wide range of imaging modalities, including MR, CT, XR, and ultrasound, making it versatile for diverse healthcare environments.
  • Consistent Data Handling
    Applies consistent date shifts and hashed IDs to maintain data integrity for longitudinal studies. Secure re-identification available when needed.
  • Security and Compliance
    Supports auditing and chain of custody. Fully compliant with HIPAA and data privacy laws. De-identification is traceable and secure.

Benefits

Aims to:

  • Reduce the risk of exposing sensitive patient information
  • Maintain the clinical value of data for downstream applications
  • Enhance research efficiency and data monetization opportunities
  • Ensure compliance with regulatory standards through robust auditing
  • Anonymize at scale

Image examples

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To find out more about this solution or any of the other 140+ applications on the Blackford Platform, please book a discovery call with our team.

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We’d welcome the opportunity to learn more about your AI needs and to explain how partnering with Blackford can drive efficiency and provide ongoing value.

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