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Related Experiment Video

Updated: Jul 12, 2025

Multi-modal Pulmonary Imaging: Using Complementary Information from CT and Hyperpolarized 129Xe MRI to Evaluate Lung Structure-Function
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[Non-local attention and multi-task learning based lung segmentation in chest X-ray].

Liang Xiong1,2, Xiaolin Qin1,2, Xin Liu3

  • 1Chengdu Institute of Computer Application, Chinese Academy of Sciences, Chengdu 610041, P. R. China.

Sheng Wu Yi Xue Gong Cheng Xue Za Zhi = Journal of Biomedical Engineering = Shengwu Yixue Gongchengxue Zazhi
|October 25, 2023
PubMed
Summary

This study introduces an improved lung segmentation algorithm using non-local attention and multi-task learning for chest X-rays. The method enhances boundary accuracy and lung field consistency in computer-aided diagnosis systems.

Area of Science:

  • Medical Imaging
  • Computer-Aided Diagnosis
  • Deep Learning
Keywords:
Chest X-rayLung segmentationMulti-task learningNon-local attention

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