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A partial convolution generative adversarial network for lesion synthesis and enhanced liver tumor segmentation

Lesion segmentation is critical for clinicians to accurately stage the disease and determine treatment strategy. Deep learning based automatic segmentation can improve both the segmentation efficiency and accuracy. However, training a robust deep learning segmentation model requires sufficient train...

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Detalles Bibliográficos
Autores principales: Liu, Yingao, Yang, Fei, Yang, Yidong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10113707/
https://www.ncbi.nlm.nih.gov/pubmed/36800255
http://dx.doi.org/10.1002/acm2.13927