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An efficient memory reserving-and-fading strategy for vector quantization based 3D brain segmentation and tumor extraction using an unsupervised deep learning network

Deep learning networks are state-of-the-art approaches for 3D brain image segmentation, and the radiological characteristics extracted from tumors are of great significance for clinical diagnosis, treatment planning, and treatment outcome evaluation. However, two problems have been the hindering fac...

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Detalles Bibliográficos
Autores principales: De, Ailing, Wang, Xiulin, Zhang, Qing, Wu, Jianlin, Cong, Fengyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10132803/
https://www.ncbi.nlm.nih.gov/pubmed/37362765
http://dx.doi.org/10.1007/s11571-023-09965-9