SVM classifier of cervical histopathology images based on texture and morphological features.

Journal: Technology and health care : official journal of the European Society for Engineering and Medicine
Published Date:

Abstract

BACKGROUND: Cervical histopathology image classification is a crucial indicator in cervical biopsy results.

Authors

  • Siqi He
    Key Laboratory of Laser Life Science, Ministry of Education, College of Biophotonics, South China Normal University, Guangzhou, Guangdong, China.
  • Bo Xiao
    Department of Urology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China.
  • Huajiang Wei
    Key Laboratory of Laser Life Science, Ministry of Education, College of Biophotonics, South China Normal University, Guangzhou, Guangdong, China.
  • Shenjiao Huang
    GuangZhou Woman and Children's Medical Center, Guangzhou, Guangzhou, China.
  • Tongsheng Chen
    Key Laboratory of Laser Life Science, Ministry of Education, College of Biophotonics, South China Normal University, Guangzhou, Guangdong, China.