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A state-of-the-art technique to perform cloud-based semantic segmentation using deep learning 3D U-Net architecture

Glioma is the most aggressive and dangerous primary brain tumor with a survival time of less than 14 months. Segmentation of tumors is a necessary task in the image processing of the gliomas and is important for its timely diagnosis and starting a treatment. Using 3D U-net architecture to perform se...

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Detalles Bibliográficos
Autores principales: Shaukat, Zeeshan, Farooq, Qurat ul Ain, Tu, Shanshan, Xiao, Chuangbai, Ali, Saqib
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9229514/
https://www.ncbi.nlm.nih.gov/pubmed/35751030
http://dx.doi.org/10.1186/s12859-022-04794-9