Article

SC-GAN: 3D self-attention conditional GAN with spectral normalization for multi-modal neuroimaging synthesis

2020-06-11

Abstract excerpt

Image synthesis is one of the key applications of deep learning in neuroimaging, which enables shortening of the scan time and/or improve image quality; therefore, reducing the imaging cost and improving patient experience. Given the multi-modal and large-scale nature of neuroimaging data, the synthesis task is computationally challenging. 2D image synthesis networks do not take advantage of multi-dimensional spat...

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Literature Corpus work: 1a486c11-e0f0-5bd5-a6cb-43692c00c3e5
DOI: 10.1101/2020.06.09.143297

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