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DTCR-U-Net: a dual-task consistency and multi-scale adaptive attention framework for pneumonia lesion segmentation

Jinping Liu1,2, Junqi Zhao3, Subo Gong4

  • 1Hunan Intelligent Rehabilitation Robot and Auxiliary Equipment Engineering Technology Research Center, Changsha Social Work College, Changsha, 41004, China. ljp@hunnu.edu.cn.

Medical & Biological Engineering & Computing
|March 10, 2026
PubMed
Summary

No abstract available in PubMed .

Keywords:
Attention mechanismConsistency regularizationPneumonia lesion segmentationSemi-supervised learningSkip connectionU-Net

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