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Unsupervised Domain Adaptation via CycleGAN for White Matter Hyperintensity Segmentation in Multicenter MR Images
Automatic segmentation of white matter hyperintensities in magnetic reso...
09/10/2020 ∙ by Julian Alberto Palladino, et al. ∙
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Post-DAE: Anatomically Plausible Segmentation via Post-Processing with Denoising Autoencoders
We introduce Post-DAE, a post-processing method based on denoising autoe...
06/24/2020 ∙ by Agostina J. Larrazabal, et al. ∙
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Kullback-Leibler Penalized Sparse Discriminant Analysis for Event-Related Potential Classification
A brain computer interface (BCI) is a system which provides direct commu...
08/24/2016 ∙ by Victoria Peterson, et al. ∙
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Switching divergences for spectral learning in blind speech dereverberation
When recorded in an enclosed room, a sound signal will most certainly ge...
09/19/2018 ∙ by Francisco Ibarrola, et al. ∙
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Joint Learning of Brain Lesion and Anatomy Segmentation from Heterogeneous Datasets
Brain lesion and anatomy segmentation in magnetic resonance images are f...
03/08/2019 ∙ by Nicolas Roulet, et al. ∙
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Robust stability of moving horizon estimation for nonlinear systems with bounded disturbances using adaptive arrival cost
In this paper, the robust stability and convergence to the true state of...
06/03/2019 ∙ by Nestor N. Deniz, et al. ∙
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Extreme Learning Machine design for dealing with unrepresentative features
Extreme Learning Machines (ELMs) have become a popular tool in the field...
12/04/2019 ∙ by Nicolás Nieto, et al. ∙
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Universidad Nacional del Litoral
∙
Santa Fe
,
Argentina
∙
0
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The National University of the Litoral is a key institution in the development of the region. Its deployment reaches the main localities in the central north of the province of Santa Fe. The university community has access to important infrastructure, health, sports and other essential services.
