Using machine learning to create prognostic systems for endometrial cancer.

Journal: Gynecologic oncology
PMID:

Abstract

OBJECTIVE: We used a novel machine learning algorithm to develop a precision prognostication system for endometrial cancer.

Authors

  • Aaron M Praiss
    Columbia University, Vagelos College of Physicians and Surgeons, United States of America; NewYork-Presbyterian Hospital, United States of America.
  • Yongmei Huang
    Columbia University, Vagelos College of Physicians and Surgeons, United States of America.
  • Caryn M St Clair
    Columbia University, Vagelos College of Physicians and Surgeons, United States of America; Herbert Irving Comprehensive Cancer Center, United States of America; NewYork-Presbyterian Hospital, United States of America.
  • Ana I Tergas
    Columbia University, Vagelos College of Physicians and Surgeons, United States of America; Joseph L. Mailman School of Public Health, Columbia University, United States of America; Herbert Irving Comprehensive Cancer Center, United States of America; NewYork-Presbyterian Hospital, United States of America.
  • Alexander Melamed
    Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, Massachusetts General Hospital, Boston.
  • Fady Khoury-Collado
    Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, Columbia University College of Physicians and Surgeons, New York, New York.
  • June Y Hou
    Columbia University, Vagelos College of Physicians and Surgeons, United States of America; Herbert Irving Comprehensive Cancer Center, United States of America; NewYork-Presbyterian Hospital, United States of America.
  • Jianhua Hu
    Department of Orthorpaedic Surgery, Peking Union Medical College Hospital, No.1 Shuaifuyuan, Dongcheng district, Beijing, 100730, People's Republic of China. hujianhuapumch@126.com.
  • Chin Hur
    Columbia University, Vagelos College of Physicians and Surgeons, United States of America; Joseph L. Mailman School of Public Health, Columbia University, United States of America; Herbert Irving Comprehensive Cancer Center, United States of America; NewYork-Presbyterian Hospital, United States of America.
  • Dawn L Hershman
    Columbia University, Vagelos College of Physicians and Surgeons, United States of America; Joseph L. Mailman School of Public Health, Columbia University, United States of America; Herbert Irving Comprehensive Cancer Center, United States of America; NewYork-Presbyterian Hospital, United States of America.
  • Jason D Wright
    Department of Obstetrics and Gynecology, Columbia University College of Physicians and Surgeons, New York, New York.