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8min chapter
Using edge models to find sensitive data (Practical AI #273)
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Challenges of Detecting and Protecting Dark PHI in Healthcare
The chapter explores the difficulties in identifying and safeguarding dark PHI (sensitive healthcare data) concealed within various file types, stressing issues related to file extensions and data security. It also addresses the complexities of applying AI and machine learning in healthcare, particularly concerning model development, data access, bias, performance, deployment, and the necessity of real-time monitoring for data drifts.
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