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Tumor-aware, Adversarial Domain Adaptation from CT to MRI for Lung Cancer Segmentation
We present an adversarial domain adaptation based deep learning approach for automatic tumor segmentation from T2-weighted MRI. Our approach is composed of two steps: (i) a tumor-aware unsupervised cross-domain adaptation (CT to MRI), followed by (ii) semi-supervised tumor segmentation using Unet tr...
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| Publié dans: | Med Image Comput Comput Assist Interv |
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| Auteurs principaux: | , , , , , , , |
| Format: | Artigo |
| Langue: | Inglês |
| Publié: |
2018
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| Sujets: | |
| Accès en ligne: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6169798/ https://ncbi.nlm.nih.gov/pubmed/30294726 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-00934-2_86 |
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