Application of a convolutional neural network to the quality control of MRI defacing

<p>Large-scale neuroimaging datasets present unique challenges for automated processing pipelines. Motivated by a large clinical trials dataset with over 235,000 MRI scans, we consider the challenge of defacing — anonymisation to remove identifying facial features. The defacing process must un...

Fuld beskrivelse

Bibliografiske detaljer
Main Authors: Delbarre, DJ, Santos, L, Ganjgahi, H, Horner, N, McCoy, A, Westerberg, H, Häring, DA, Nichols, TE, Mallon, A-M
Format: Journal article
Sprog:English
Udgivet: Elsevier 2022