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S-CCCapsule: Pneumonia detection in chest X-ray images using skip-connected convolutions and capsule neural network

  • 【作者】Adu, Kwabena,Yu, Yongbin,Cai, Jingye,Dela Tattrah, Victor,Adu Ansere, James,Tashi, Nyima
  • 【作者单位】aSchool of Information and Software Engineering, University of Electronic Science and Technology of China, Chengdu, China;bUniversity of Education Winneba, Kumasi-Campus, Ghana;cCollege of Internet of Things Engineering, Hohai University, China;dSchool of Information Science and Technology, Tibet University, Lhasa, China
  • 【年份】2021
  • 【卷号】Vol.41 No.1
  • 【页码】757-781
  • 【ISSN】1064-1246
  • 【关键词】Artificial intelligence capsule network convolutional neural network deep learning pneumonia x-ray imaging 
  • 【摘要】 The squash function in capsule networks dynamic routing is less capable of performing discrimination of non-informative capsules which leads to abnormal activation value distribution of capsules. In this paper, we propose vertical squash to improve...
  • 【文献类型】 期刊
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