output
20142021
most citedStandardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge

309 citations

Showing 2018Show all

5 papers · 1 filter

q-bio.NC2018★ 80 cited

Nonlinear analysis of EEG complexity in episode and remission phase of recurrent depression

Čukić Milena, Stokić Miodrag, Radenković Slavoljub +3

Biomarkers of Major Depressive Disorder(MDD), its phases and forms have long been sought. Research indicates that the complexity measures of the cortical electrical activity (EEG)…

cs.CV2018

Dynamic Adaptation on Non-Stationary Visual Domains

Sindi Shkodrani, Michael Hofmann, Efstratios Gavves

Domain adaptation aims to learn models on a supervised source domain that perform well on an unsupervised target. Prior work has examined domain adaptation in the context of statio…

cs.PF2018★ 17 cited

A model-driven approach for a new generation of adaptive libraries

Marco Cianfriglia, Flavio Vella, Cedric Nugteren +2

Efficient high-performance libraries often expose multiple tunable parameters to provide highly optimized routines. These can range from simple loop unroll factors or vector sizes…

cs.CV2018★ 11 cited

IterGANs: Iterative GANs to Learn and Control 3D Object Transformation

Ysbrand Galama, Thomas Mensink

We are interested in learning visual representations which allow for 3D manipulations of visual objects based on a single 2D image. We cast this into an image-to-image transformati…

cs.CV2018★ 13 cited

Student Beats the Teacher: Deep Neural Networks for Lateral Ventricles Segmentation in Brain MR

Mohsen Ghafoorian, Jonas Teuwen, Rashindra Manniesing +4

Ventricular volume and its progression are known to be linked to several brain diseases such as dementia and schizophrenia. Therefore accurate measurement of ventricle volume is vi…