WA-ResUNet: A Focused Tail Class MRI Medical Image Segmentation Algorithm

WA-ResUNet: A Focused Tail Class MRI Medical Image Segmentation Algorithm

Medical image segmentation can effectively identify lesions in medicine, but some small and rare lesions cannot be well identified. Existing studies do not take into account the uncertainty of the occurrence of diseased tissue, and the problem of long-tailed distribution of medical data. Meanwhile,...

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Bibliographic Details
Main Authors: Haixia Pan, Bo Gao, Wenpei Bai, Bin Li, Yanan Li, Meng Zhang, Hongqiang Wang, Xiaoran Zhao, Minghuang Chen, Cong Yin, Weiya Kong
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Bioengineering
Subjects:
long-tailed distribution
medical image segmentation
attention mechanism
class rebalancing
Online Access:https://www.mdpi.com/2306-5354/10/8/945

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