Brain Tumor Segmentation Using Deep Capsule Network and Latent-Dynamic Conditional Random Fields

Because of the large variabilities in brain tumors, automating segmentation remains a difficult task. We propose an automated method to segment brain tumors by integrating the deep capsule network (CapsNet) and the latent-dynamic condition random field (LDCRF). The method consists of three main proc...

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Detalles Bibliográficos
Autores principales: Elmezain, Mahmoud, Mahmoud, Amena, Mosa, Diana T., Said, Wael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9322984/
https://www.ncbi.nlm.nih.gov/pubmed/35877634
http://dx.doi.org/10.3390/jimaging8070190

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9322984/
https://www.ncbi.nlm.nih.gov/pubmed/35877634
http://dx.doi.org/10.3390/jimaging8070190

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