Brain tumor image segmentation based on improved FPN

Brain tumor image segmentation based on improved FPN

Abstract Purpose Automatic segmentation of brain tumors by deep learning algorithm is one of the research hotspots in the field of medical image segmentation. An improved FPN network for brain tumor segmentation is proposed to improve the segmentation effect of brain tumor. Materials and methods Aim...

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Bibliographic Details
Main Authors: Haitao Sun, Shuai Yang, Lijuan Chen, Pingyan Liao, Xiangping Liu, Ying Liu, Ning Wang
Format: Article
Language:English
Published: BMC 2023-10-01
Series:BMC Medical Imaging
Subjects:
Full convolutional neural network
U-Net model
Improved FPN model
Brain tumor segmentation
Online Access:https://doi.org/10.1186/s12880-023-01131-1

Internet

https://doi.org/10.1186/s12880-023-01131-1

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