A medical image segmentation method based on multi-dimensional statistical features

A medical image segmentation method based on multi-dimensional statistical features

Medical image segmentation has important auxiliary significance for clinical diagnosis and treatment. Most of existing medical image segmentation solutions adopt convolutional neural networks (CNNs). Althought these existing solutions can achieve good image segmentation performance, CNNs focus on lo...

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Bibliographic Details
Main Authors: Yang Xu, Xianyu He, Guofeng Xu, Guanqiu Qi, Kun Yu, Li Yin, Pan Yang, Yuehui Yin, Hao Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Neuroscience
Subjects:
medical image segmentation
deep learning
convolutional neural network
transformer
neural network
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2022.1009581/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2022.1009581/full

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