A lightweight hierarchical convolution network for brain tumor segmentation

A lightweight hierarchical convolution network for brain tumor segmentation

Abstract Background Brain tumor segmentation plays a significant role in clinical treatment and surgical planning. Recently, several deep convolutional networks have been proposed for brain tumor segmentation and have achieved impressive performance. However, most state-of-the-art models use 3D conv...

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Bibliographic Details
Main Authors: Yuhu Wang, Yuzhen Cao, Jinqiu Li, Hongtao Wu, Shuo Wang, Xinming Dong, Hui Yu
Format: Article
Language:English
Published: BMC 2022-12-01
Series:BMC Bioinformatics
Subjects:
Brain tumor segmentation
Lightweight network
Deep learning
Convolutional neural network
Online Access:https://doi.org/10.1186/s12859-022-05039-5

Internet

https://doi.org/10.1186/s12859-022-05039-5

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