A comparative study between state-of-the-art MRI deidentification and AnonyMI, a new method combining re-identification risk reduction and geometrical preservation

A comparative study between state-of-the-art MRI deidentification and AnonyMI, a new method combining re-identification risk reduction and geometrical preservation

Deidentifying MRIs constitutes an imperative challenge, as it aims at precluding the possibility of re-identification of a research subject or patient, but at the same time it should preserve as much geometrical information as possible, in order to maximize data reusability and to facilitate interop...

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Bibliographic Details
Main Authors: Avanzini, P. (Author), Cardinale, F. (Author), d'Orio, P. (Author), Favaro, J. (Author), Knight, W. (Author), Mikulan, E. (Author), Parmigiani, S. (Author), Perri, P. (Author), Pigorini, A. (Author), Russo, S. (Author), Squarza, S. (Author), Zauli, F.M (Author)
Format: Article
Language:English
Published: John Wiley and Sons Inc 2021
Subjects:
adult
Adult
anonymization
Article
comparative study
confidentiality
Confidentiality
controlled study
Data Anonymization
data privacy
data sharing
facial recognition
female
geometrical preservation
geometry
human
Humans
identity
information dissemination
Information Dissemination
intermethod comparison
machine learning
Magnetic Resonance Imaging
male
MRI deidentification
neuroimaging
Neuroimaging
nuclear magnetic resonance imaging
privacy
procedures
quality control
risk reduction
young adult
Young Adult
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