Brain tumor feature extraction and edge enhancement algorithm based on U-Net network

Brain tumor feature extraction and edge enhancement algorithm based on U-Net network

Background: Statistics show that each year more than 100,000 patients pass away from brain tumors. Due to the diverse morphology, hazy boundaries, or unbalanced categories of medical data lesions, segmentation prediction of brain tumors has significant challenges. Purpose: In this thesis, we highlig...

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Bibliographic Details
Main Authors: Dapeng Cheng, Xiaolian Gao, Yanyan Mao, Baozhen Xiao, Panlu You, Jiale Gai, Minghui Zhu, Jialong Kang, Feng Zhao, Ning Mao
Format: Article
Language:English
Published: Elsevier 2023-11-01
Series:Heliyon
Subjects:
U-Net
VGG-19
Attention mechanism
Edge detection
Online Access:http://www.sciencedirect.com/science/article/pii/S240584402309744X

Internet

http://www.sciencedirect.com/science/article/pii/S240584402309744X

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