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Communication Dans Un Congrès Année : 2021

Towards a generalization of the MP2RAGE partial volume estimation model to account for B1+inhomogeneities at 7T

Résumé

Brain morphometry performed with magnetic resonance (MR) imaging is affected by partial volume (PV) effects when single voxels contain the signal from two different tissues. This paper proposes a generalization of the MP2 RAGE sequence PV estimation model which accounts for transmitted magnetic field (B1 {+}) inhomogeneities at 7T. Our simulation experiments demonstrated that the PV estimation error of the proposed model is significantly lower than the error obtained with the same model neglecting B1 {+} inhomogeneities (p<0.0001). The accuracy and precision of the B1 {+} model (acc=92.0%, prec=89.6%) was significantly increased compared to the non B1 {+} model (acc=69.8%, prec=65.4%). This highlights the importance of accounting for B1 {+} inhomogeneities when computing PV on MP2RAGE data, which would otherwise limit the accuracy of brain morphometry at 7T. © 2021 IEEE.

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Dates et versions

hal-03283749 , version 1 (12-07-2021)

Identifiants

Citer

J. Beaumont, O. Acosta, P. Raniga, Giulio Gambarota, J. Fripp. Towards a generalization of the MP2RAGE partial volume estimation model to account for B1+inhomogeneities at 7T. 18th IEEE International Symposium on Biomedical Imaging, ISBI 2021, Apr 2021, Nice, France. pp.1206-1209, ⟨10.1109/ISBI48211.2021.9434089⟩. ⟨hal-03283749⟩
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