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Automated segmentation of skin lesion based on multi-scale feature extraction and attention mechanism
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  • Huan Zhang ,
  • Jing Liu ,
  • Dawei Qiu ,
  • Hui Cao ,
  • Yibo Feng
Huan Zhang
College of Intelligence and Information Engineering

Corresponding Author:[email protected]

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Dawei Qiu
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Yibo Feng
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Abstract

In this paper, we propose a neural network with an encoder-decoder architecture that incorporates atrous spatial pyramid pooling (ASPP) and convolutional block attention module (CBAM).  We evaluated our approach by using the ISIC 2018 dataset. The results demonstrate that the proposed framework significantly enhances segmentation performance.