Prognostic Factors for Survival in Patients with Gastric Cancer using a Random Survival Forest
胃癌患者生存的预后因素采用随机生存森林
作者: Adham DavoudAbbasgholizadeh NateghAbazari Malek
作者单位: 1Department of Public Health, School of Public Health, Ardabil University of Medical Sciences, Ardabil, Iran. Email: Abazari.malek@gmail.com
刊名: Asian Pacific journal of cancer prevention : APJCP, 2017, Vol.18 (1), pp.129-134
来源数据库: PubMed Journal
关键词: Gastric cancerRandom survival forestHamadanIran
原始语种摘要: Background: Gastric cancer is the fifth most common cancer and the third top cause of cancer related death withabout 1 million new cases and 700,000 deaths in 2012. The aim of this investigation was to identify important factors foroutcome using a random survival forest (RSF) approach. Materials and Methods: Data were collected from 128 gastriccancer patients through a historical cohort study in Hamedan-Iran from 2007 to 2013. The event under consideration wasdeath due to gastric cancer. The random survival forest model in R software was applied to determine the key factorsaffecting survival. Four split criteria were used to determine importance of the variables in the model including log-rank,conversation?? of events, log-rank score, and randomization. Efficiency of the model was...
全文获取路径: PubMed  (合作)
分享到:

×
关键词翻译
关键词翻译
  • survival 生存
  • gastric 胃的
  • Cancer 巨蟹座
  • cancer 癌症
  • events 定时
  • random 随机的
  • diagnosis 特镇述
  • score 得分
  • metastatic 新陈代谢的
  • ranking 级别