A multi-channel uncertainty-aware multi-resolution network for MR to CT synthesis

Synthesising computed tomography (CT) images from magnetic resonance images (MRI) plays an important role in the field of medical image analysis, both for quantification and diagnostic purposes. Convolutional neural networks (CNNs) have achieved state-of-the-art results in image-to-image translation...

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Vydáno v:Appl Sci (Basel)
Hlavní autoři: Kläser, Kerstin, Borges, Pedro, Shaw, Richard, Ranzini, Marta, Modat, Marc, Atkinson, David, Thielemans, Kris, Hutton, Brian, Goh, Vicky, Cook, Gary, Cardoso, M Jorge, Ourselin, Sébastien
Médium: Artigo
Jazyk:Inglês
Vydáno: 2021
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On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7610395/
https://ncbi.nlm.nih.gov/pubmed/33763236
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/app11041667
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