Pattern Classification for Ovarian Tumors by Integration of Radiomics and Deep Learning Features.

Journal: Current medical imaging
Published Date: Jan 1, 2022

Abstract

BACKGROUND: Ovarian tumor is a common female genital tumor, among which malignant tumors have a poor prognosis. The survival rate of 70% of patients with ovarian cancer is less than 5 years, while benign ovarian tumor is better, so the early diagnosis of ovarian cancer is important for the treatment and prognosis of patients.

Authors

  • Pengfei Liu
    Department of Anesthesiology, Beijing Shijitan Hospital, Capital Medical University, Beijing, China.
  • Xiaokang Liang
    School of Biomedical Engineering, Southern Medical University, Guangzhou, 510000, China.
  • Shengwu Liao
    Nanfang Hospital Southern Medical University, Guangzhou, China.
  • Zhentai Lu
    Guangdong Provincial Key Laboratory of Medical Image Processing, School of Biomedical Engineering, Southern Medical University, Guangzhou, China.

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