Search Results for author: M. A. Viergever

Found 3 papers, 0 papers with code

Generative adversarial network for segmentation of motion affected neonatal brain MRI

no code implementations11 Jun 2019 N. Khalili, E. Turk, M. Zreik, M. A. Viergever, M. J. N. L. Benders, I. Isgum

The results indicate that correction of motion artifacts in the image space using the proposed approach allows accurate segmentation of brain tissue classes in slices affected by motion artifacts.

Generative Adversarial Network Image Reconstruction +3

Automatic brain tissue segmentation in fetal MRI using convolutional neural networks

no code implementations11 Jun 2019 N. Khalili, N. Lessmann, E. Turk, N. Claessens, R. de Heus, T. Kolk, M. A. Viergever, M. J. N. L. Benders, I. Isgum

The cornerstone of volumetric and morphologic analysis in fetal MRI is segmentation of the fetal brain into different tissue classes.

Data Augmentation Segmentation

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