Brain tumour segmentation based on an improved U-Net

Brain tumour segmentation based on an improved U-Net

Abstract Background Automatic segmentation of brain tumours using deep learning algorithms is currently one of the research hotspots in the medical image segmentation field. An improved U-Net network is proposed to segment brain tumours to improve the segmentation effect of brain tumours. Methods To...

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Bibliographic Details
Main Authors: Ping Zheng, Xunfei Zhu, Wenbo Guo
Format: Article
Language:English
Published: BMC 2022-11-01
Series:BMC Medical Imaging
Subjects:
Brain tumour
Dice loss
Encoding–decoding
HDC
Segmentation
U-Net
Online Access:https://doi.org/10.1186/s12880-022-00931-1

Internet

https://doi.org/10.1186/s12880-022-00931-1

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