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Lung cancer CT image generation from a free-form sketch using style-based pix2pix for data augmentation
Artificial intelligence (AI) applications in medical imaging continue facing the difficulty in collecting and using large datasets. One method proposed for solving this problem is data augmentation using fictitious images generated by generative adversarial networks (GANs). However, applying a GAN a...
Autores principales: | Toda, Ryo, Teramoto, Atsushi, Kondo, Masashi, Imaizumi, Kazuyoshi, Saito, Kuniaki, Fujita, Hiroshi |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9329467/ https://www.ncbi.nlm.nih.gov/pubmed/35896575 http://dx.doi.org/10.1038/s41598-022-16861-5 |
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