An Enhanced Priori Knowledge GAN for CT Images Generation of Early Lung Nodules with Small-Size Labelled Samples

The small size of labelled samples is one of the challenging problems in identifying early lung nodules from CT images using deep learning methods. Recent literature on the topic shows that deep convolutional generative adversarial network (DCGAN) has been used in medical data synthesis and gained s...

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Detalles Bibliográficos
Autores principales: Wang, Xun, Yu, Zhiyong, Wang, Lisheng, Zheng, Pan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9213164/
https://www.ncbi.nlm.nih.gov/pubmed/35746964
http://dx.doi.org/10.1155/2022/2129303

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9213164/
https://www.ncbi.nlm.nih.gov/pubmed/35746964
http://dx.doi.org/10.1155/2022/2129303

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