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07/04/2022
GAN-based generation of realistic 3D data: A systematic review and taxonomy
Data has become the most valuable resource in today's world. With the ma...
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12/27/2021
Generation of Synthetic Rat Brain MRI scans with a 3D Enhanced Alpha-GAN
Translational brain research using Magnetic Resonance Imaging (MRI) is b...
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01/02/2021
Combining unsupervised and supervised learning for predicting the final stroke lesion
Predicting the final ischaemic stroke lesion provides crucial informatio...
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06/19/2020
Adaptive feature recombination and recalibration for semantic segmentation with Fully Convolutional Networks
Fully Convolutional Networks have been achieving remarkable results in i...
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09/25/2018
Automatic brain tumor grading from MRI data using convolutional neural networks and quality assessment
Glioblastoma Multiforme is a high grade, very aggressive, brain tumor, w...
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06/12/2018
Enhancing clinical MRI Perfusion maps with data-driven maps of complementary nature for lesion outcome prediction
Stroke is the second most common cause of death in developed countries, ...
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06/06/2018