A Survey on Machine Learning and Deep Learning-based Computer-Aided Methods for Detection of Polyps in CT Colonography.

Journal: Current medical imaging
Published Date:

Abstract

BACKGROUND: Colon cancer generally begins as a neoplastic growth of tissue, called polyps, originating from the inner lining of the colon wall. Most colon polyps are considered harmless but over the time, they can evolve into colon cancer, which, when diagnosed in later stages, is often fatal. Hence, time is of the essence in the early detection of polyps and the prevention of colon cancer.

Authors

  • Niharika Hegde
    JSS Academy of Technical Education, Bangalore-560060, Karnataka, India.
  • M Shishir
    JSS Academy of Technical Education, Bangalore-560060, Karnataka, India.
  • S Shashank
    JSS Academy of Technical Education, Bangalore-560060, Karnataka, India.
  • P Dayananda
    JSS Academy of Technical Education, Bangalore-560060, Karnataka, India.
  • Mrityunjaya V Latte
    JSS Academy of Technical Education, Bangalore-560060, Karnataka, India.