Using SimAM and SSD to Detect Prostate Capsule.

Journal: Studies in health technology and informatics
Published Date:

Abstract

Aiming at the problem of accurate detection of the prostate capsule, this paper designed an accurate detection network of the prostate capsule by integrating 3d non-parametric residual attention mechanism SimAM and SSD, whcih called Attention based on Single Shot Multibox Detector (ASSD). Compared with other mentioned methods, ASSD got the best detetion precision.

Authors

  • Shixiao Wu
    School of Information Engineering, Wuhan Business University, Hubei, China.
  • Baizhi Ding
    School of Information Engineering, Wuhan Business University, Hubei, China.
  • Jiaxin Yang
    Clinical Nursing Teaching and Research Section, The Second Xiangya Hospital, Central South University, Changsha, China.