HPS-Net: Multi-Task Network for Medical Image Segmentation with Predictable Performance

In recent years, medical image segmentation (MIS) has made a huge breakthrough due to the success of deep learning. However, the existing MIS algorithms still suffer from two types of uncertainties: (1) the uncertainty of the plausible segmentation hypotheses and (2) the uncertainty of segmentation...

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Bibliographic Details
Main Authors: Xin Wei, Huan Wan, Fanghua Ye, Weidong Min
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Symmetry
Subjects:
Online Access:https://www.mdpi.com/2073-8994/13/11/2107

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