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A Deep Learning Image Data Augmentation Method for Single Tumor Segmentation

PURPOSE: Medical imaging examination is the primary method of diagnosis, treatment, and prevention of cancer. However, the amount of medical image data is often not enough to meet deep learning needs. This article aims to expand the small data set in tumor segmentation based on the deep learning met...

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Detalles Bibliográficos
Autores principales: Zhang, Chunling, Bao, Nan, Sun, Hang, Li, Hong, Li, Jing, Qian, Wei, Zhou, Shi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8882602/
https://www.ncbi.nlm.nih.gov/pubmed/35237511
http://dx.doi.org/10.3389/fonc.2022.782988