Abstract:The automatic pulmonary segmentation for chest X-ray(CXR) plays an important role in assisting diagnosis. Many deep learning methods have the problems of high computational complexity and low segmentation accuracy, which hinder the application to clinical workstations. Therefore, this paper proposes a lightweight multiple attention network(LMA-Net), which improved U-Net by using the progressive dilated convolution(PDC) for lightweight. A reinforced channel attention(RCA) and a multiscale attention(MSA) are emb… Show more
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