Multisite Comparison of MRI Defacing Software Across Multiple Cohorts

Multisite Comparison of MRI Defacing Software Across Multiple Cohorts

With improvements to both scan quality and facial recognition software, there is an increased risk of participants being identified by a 3D render of their structural neuroimaging scans, even when all other personal information has been removed. To prevent this, facial features should be removed bef...

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Bibliographic Details
Main Authors: Athena E. Theyers, Mojdeh Zamyadi, Mark O'Reilly, Robert Bartha, Sean Symons, Glenda M. MacQueen, Stefanie Hassel, Jason P. Lerch, Evdokia Anagnostou, Raymond W. Lam, Benicio N. Frey, Roumen Milev, Daniel J. Müller, Sidney H. Kennedy, Christopher J. M. Scott, Stephen C. Strother
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-02-01
Series:Frontiers in Psychiatry
Subjects:
de-identification
structural MRI
facial recognition
3D rendering
defacing
privacy—preserving
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyt.2021.617997/full

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