MedDeID enables locally governed clinical-text de-identification from real or synthetic training data
Clinical notes contain personally identifiable information (PII), restricting reuse for research and medical AI, especially when data cannot leave an institution. We developed MedDeID, an on-premises framework combining in-house annotation and synthetic-note generation with model training, inference, pseudonymisation a...
Stig Hellemans, T. Stroobants, E. Scheurwegs et al.
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