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BIRNet: Brain image registration using dual-supervised fully convolutional networks
In this paper, we propose a deep learning approach for image registration by predicting deformation from image appearance. Since obtaining ground-truth deformation fields for training can be challenging, we design a fully convolutional network that is subject to dual-guidance: (1) Ground-truth guida...
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| Veröffentlicht in: | Med Image Anal |
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| Hauptverfasser: | , , , |
| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
2019
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| Schlagworte: | |
| Online Zugang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6764428/ https://ncbi.nlm.nih.gov/pubmed/30939419 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2019.03.006 |
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