Search Results for author: Adriënne M. Mendrik

Found 5 papers, 3 papers with code

Learning an MR acquisition-invariant representation using Siamese neural networks

1 code implementation17 Oct 2018 Wouter M. Kouw, Marco Loog, Wilbert Bartels, Adriënne M. Mendrik

Generalization of voxelwise classifiers is hampered by differences between MRI-scanners, e. g. different acquisition protocols and field strengths.

MR Acquisition-Invariant Representation Learning

1 code implementation22 Sep 2017 Wouter M. Kouw, Marco Loog, Lambertus W. Bartels, Adriënne M. Mendrik

Due to this acquisition related variation, classifiers trained on data from a specific scanner fail or under-perform when applied to data that was acquired differently.

Classification General Classification +1

Automatic segmentation of MR brain images with a convolutional neural network

no code implementations11 Apr 2017 Pim Moeskops, Max A. Viergever, Adriënne M. Mendrik, Linda S. de Vries, Manon J. N. L. Benders, Ivana Išgum

Automatic segmentation in MR brain images is important for quantitative analysis in large-scale studies with images acquired at all ages.

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