309 citations · 334 across the 3 of their papers we have counts for
3 papers
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge
Hugo J. Kuijf, J. Matthijs Biesbroek, Jeroen de Bresser +41
Quantification of cerebral white matter hyperintensities (WMH) of presumed vascular origin is of key importance in many neurological research studies. Currently, measurements are o…
Residual and Plain Convolutional Neural Networks for 3D Brain MRI Classification
Sergey Korolev, Amir Safiullin, Mikhail Belyaev +1
In the recent years there have been a number of studies that applied deep learning algorithms to neuroimaging data. Pipelines used in those studies mostly require multiple processi…
Kernel classification of connectomes based on earth mover's distance between graph spectra
Yulia Dodonova, Mikhail Belyaev, Anna Tkachev +2
In this paper, we tackle a problem of predicting phenotypes from structural connectomes. We propose that normalized Laplacian spectra can capture structural properties of brain net…