TumorGAN: A Multi-Modal Data Augmentation Framework for Brain Tumor Segmentation
TumorGAN: A Multi-Modal Data Augmentation Framework for Brain Tumor Segmentation
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Publisher
Switzerland: MDPI AG
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Language
English
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Publisher
Switzerland: MDPI AG
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Contents
The high human labor demand involved in collecting paired medical imaging data severely impedes the application of deep learning methods to medical image processing tasks such as tumor segmentation. The situation is further worsened when collecting multi-modal image pairs. However, this issue can be resolved through the help of generative adversari...
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Full title
TumorGAN: A Multi-Modal Data Augmentation Framework for Brain Tumor Segmentation
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TN_cdi_doaj_primary_oai_doaj_org_article_04019b33d7ac4738b526a1a070269b40
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_04019b33d7ac4738b526a1a070269b40
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ISSN
1424-8220
E-ISSN
1424-8220
DOI
10.3390/s20154203
