most citedBrain MRI super-resolution using 3D generative adversarial networks

44 citations · 60 across the 3 of their papers we have counts for

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cs.CV2019

Few-shot Learning with Deep Triplet Networks for Brain Imaging Modality Recognition

Santi Puch, Irina Sánchez, Matt Rowe

Image modality recognition is essential for efficient imaging workflows in current clinical environments, where multiple imaging modalities are used to better comprehend complex di…

cs.CV2018★ 44 cited

Brain MRI super-resolution using 3D generative adversarial networks

Irina Sanchez, Veronica Vilaplana

In this work we propose an adversarial learning approach to generate high resolution MRI scans from low resolution images. The architecture, based on the SRGAN model, adopts 3D con…