Omni-dimensional dynamic convolution feature coordinate attention network for pneumonia classification
Yufei Li,
Yufei Xin,
Xinni Li
et al.
Abstract:Pneumonia is a serious disease that can be fatal, particularly among children and the elderly. The accuracy of pneumonia diagnosis can be improved by combining artificial-intelligence technology with X-ray imaging. This study proposes X-ODFCANet, which addresses the issues of low accuracy and excessive parameters in existing deep-learning-based pneumonia-classification methods. This network incorporates a feature coordination attention module and an omni-dimensional dynamic convolution (ODConv) module, leverag… Show more
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