[Application of artificial intelligence for detection and classification of colon polyps].

Journal: Nan fang yi ke da xue xue bao = Journal of Southern Medical University
Published Date:

Abstract

Colorectal cancer is one of the most common cancers worldwide, and colonoscopy has proven to be a preferable modality for screening and surveillance of colorectal cancer. This review discusses the clinical application of artificial intelligence (AI) and computer-aided diagnosis for automated colonoscopic detection and diagnosis of colorectal polyps for better understanding of the application of AI-based computer-aided diagnosis systems especially in terms of machine learning, deep learning and convolutional neural network for screening and surveillance of colorectal cancer.

Authors

  • X Wang
    3 Laboratory Animal Center, Wenzhou Medical University, Wenzhou, China.
  • J Huang
    Guangxi Key Laboratory of AIDS Prevention and Treatment & Guangxi Universities Key Laboratory of Prevention and Control of Highly Prevalent Disease, School of Public Health, Guangxi Medical University,Nanning 530021, Guangxi,China.
  • X Ji
    Day Surgery Center, First Affiliated Hospital of Kunming Medical University, Kunming 65003, China.
  • Z Zhu
    1 School of Public Health, Capital Medical University, Beijing, China.