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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Bibliographic Details
Main Authors: Mahmoud Elmezain, Amena Mahmoud, Diana T. Mosa, Wael Said
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Journal of Imaging
Subjects:
Online Access:https://www.mdpi.com/2313-433X/8/7/190