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PSIGAN: Joint probabilistic segmentation and image distribution matching for unpaired cross-modality adaptation based MRI segmentation

We developed a new joint probabilistic segmentation and image distribution matching generative adversarial network (PSIGAN) for unsupervised domain adaptation (UDA) and multi-organ segmentation from magnetic resonance (MRI) images. Our UDA approach models the co-dependency between images and their s...

Täydet tiedot

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Bibliografiset tiedot
Julkaisussa:IEEE Trans Med Imaging
Päätekijät: Jiang, Jue, Hu, Yu Chi, Tyagi, Neelam, Rimner, Andreas, Lee, Nancy, Deasy, Joseph O., Berry, Sean, Veeraraghavan, Harini
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: 2020
Aiheet:
Linkit:https://ncbi.nlm.nih.gov/pmc/articles/PMC7757913/
https://ncbi.nlm.nih.gov/pubmed/32746148
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2020.3011626
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