What is HIPAA-compliant de-identification with human-in-the-loop AI? HIPAA-compliant de-identification with human-in-the-loop (HITL) workflows combines AI predictions with structured human oversight to ensure sensitive health data is anonymized with the highest...
John Snow Labs and AWS HealthImaging collaborate to provide a cutting-edge solution that enables secure, customizable de-identification of DICOM files, ensuring compliance while preserving the usability of medical data for...
What is regulatory-grade de-identification in healthcare? Regulatory-grade de-identification refers to the process of systematically transforming or removing Protected Health Information (PHI) to comply with laws like HIPAA and GDPR. It...
De-Identifying Whole Slide Images (WSI) on AWS SageMaker: Complete Deployment Walkthrough — Part 3 Protected health information (PHI) is often embedded in SVS files used by healthcare professionals. As explained...
Automated De-identification of SVS and DICOM Whole Slide Images Using Visual NLP As discussed in Part 1, Whole Slide Images (WSI) in formats like SVS and DICOM often contain Protected...
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