Pediatric Clinical Images Without Consent: A Governance Gap in the Long-Term Reuse of Health Data in Digital Health Ecosystems

This article examines the governance gap regarding the long-term reuse of pediatric clinical images in educational and digital ecosystems. It highlights how sensitive data often circulates without consent and may be inadvertently ingested by AI models.
Why it matters
The persistence of legacy medical data poses significant ethical and privacy risks as these images are increasingly used to train artificial intelligence.
1 Poznan University of Medical Sciences, Poznan, Poland
The article is an academic viewpoint focusing on regulatory and ethical frameworks.
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