Re-identification of patients from imaging features extracted by foundation models

Abstract Foundation models for medical imaging are a prominent research topic, but risks associated with the imaging features they can capture have not been explored. We aimed to assess whether imaging features from foundation models enable patient re-identification and to relate re-identification t...

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Bibliographic Details
Main Authors: Giacomo Nebbia, Sourav Kumar, Stephen Michael McNamara, Christopher Bridge, J. Peter Campbell, Michael F. Chiang, Naresh Mandava, Praveer Singh, Jayashree Kalpathy-Cramer
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-025-01801-0
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