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The optimisation of deep neural networks for segmenting multiple knee joint tissues from MRIs

Automated semantic segmentation of multiple knee joint tissues is desirable to allow faster and more reliable analysis of large datasets and to enable further downstream processing e.g. automated diagnosis. In this work, we evaluate the use of conditional Generative Adversarial Networks (cGANs) as a...

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Vydáno v:Comput Med Imaging Graph
Hlavní autoři: Kessler, Dimitri A., MacKay, James W., Crowe, Victoria A., Henson, Frances M.D., Graves, Martin J., Gilbert, Fiona J., Kaggie, Joshua D.
Médium: Artigo
Jazyk:Inglês
Vydáno: Elsevier Science 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7721597/
https://ncbi.nlm.nih.gov/pubmed/33075675
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.compmedimag.2020.101793
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