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...

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Detalles Bibliográficos
Autores principales: Toda, Ryo, Teramoto, Atsushi, Kondo, Masashi, Imaizumi, Kazuyoshi, Saito, Kuniaki, Fujita, Hiroshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
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

Internet

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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