Single Shot Multibox Detector Automatic Polyp Detection Network Based on Gastrointestinal Endoscopic Images.

Journal: Computational and mathematical methods in medicine
PMID: 34777559

Abstract

PURPOSE: In order to resolve the situation of high missed diagnosis rate and high misdiagnosis rate of the pathological analysis of the gastrointestinal endoscopic images by experts, we propose an automatic polyp detection algorithm based on Single Shot Multibox Detector (SSD).

Authors

  • Xiaoling Chen
    Institute of Electrical Engineering, Yanshan University, Qinhuangdao, China.
  • Kuiling Zhang
    Department of Gastroenterology, Quanzhou First Hospital Affiliated to Fujian Medical University, Quanzhou, Fujian 362000, China.
  • Shuying Lin
    Department of Endoscope Room, Quanzhou First Hospital Affiliated to Fujian Medical University, Quanzhou, Fujian 362000, China.
  • Kai Feng Dai
    Imaging Department, Quanzhou First Hospital Affiliated to Fujian Medical University, Quanzhou, Fujian 362000, China.
  • Yang Yun
    Department of Health Medicine, Joint Service Support Force 910 Hospital, Quanzhou, Fujian 362000, China.

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