Random Survival Forests

被引:102
|
作者
Taylor, Jeremy M. G. [1 ]
机构
[1] Univ Michigan, Dept Biostat, Ann Arbor, MI 48109 USA
关键词
D O I
10.1097/JTO.0b013e318233d835
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
[No abstract available]
引用
收藏
页码:1974 / 1975
页数:2
相关论文
共 50 条
  • [1] Imprecise Extensions of Random Forests and Random Survival Forests
    Utkin, Lev, V
    Kovalev, Maxim S.
    Meldo, Anna A.
    Coolen, Frank P. A.
    PROCEEDINGS OF THE ELEVENTH INTERNATIONAL SYMPOSIUM ON IMPRECISE PROBABILITIES: THEORIES AND APPLICATIONS (ISIPTA 2019), 2019, 103 : 404 - 413
  • [2] RANDOM SURVIVAL FORESTS
    Ishwaran, Hemant
    Kogalur, Udaya B.
    Blackstone, Eugene H.
    Lauer, Michael S.
    ANNALS OF APPLIED STATISTICS, 2008, 2 (03): : 841 - 860
  • [3] OBLIQUE RANDOM SURVIVAL FORESTS
    Jaeger, Byron C.
    Long, D. Leann
    Long, Dustin M.
    Sims, Mario
    Szychowski, Jeff M.
    Min, Yuan-, I
    Mcclure, Leslie A.
    Howard, George
    Simon, Noah
    ANNALS OF APPLIED STATISTICS, 2019, 13 (03): : 1847 - 1883
  • [4] Consistency of random survival forests
    Ishwaran, Hemant
    Kogalur, Udaya B.
    STATISTICS & PROBABILITY LETTERS, 2010, 80 (13-14) : 1056 - 1064
  • [5] Pathway hunting by random survival forests
    Chen, Xi
    Ishwaran, Hemant
    BIOINFORMATICS, 2013, 29 (01) : 99 - 105
  • [6] Random survival forests for competing risks
    Ishwaran, Hemant
    Gerds, Thomas A.
    Kogalur, Udaya B.
    Moore, Richard D.
    Gange, Stephen J.
    Lau, Bryan M.
    BIOSTATISTICS, 2014, 15 (04) : 757 - 773
  • [7] Conformal prediction using random survival forests
    Bostrom, Henrik
    Asker, Lars
    Gurung, Ram
    Karlsson, Isak
    Lindgren, Tony
    Papapetrou, Panagiotis
    2017 16TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA), 2017, : 812 - 817
  • [8] Accelerated and Interpretable Oblique Random Survival Forests
    Jaeger, Byron C.
    Welden, Sawyer
    Lenoir, Kristin
    Speiser, Jaime L.
    Segar, Matthew W.
    Pandey, Ambarish
    Pajewski, Nicholas M.
    JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 2024, 33 (01) : 192 - 207
  • [9] Rectal Cancer Outcome Prediction Based On Institutional Data with Random Forests and Random Survival Forests
    Huang, M.
    Zhong, H.
    Liu, D.
    Gabriel, P.
    Ben-Josef, E.
    Yin, L.
    Geng, H.
    Cheng, C.
    Bilker, W.
    Xiao, Y.
    MEDICAL PHYSICS, 2017, 44 (06)
  • [10] Head and Neck Cancer Survival Outcome Prediction Based On NRG Oncology RTOG 0522 with Random Forests and Random Survival Forests
    Huang, M.
    Cheng, C.
    Geng, H.
    Zhong, H.
    Wang, J.
    Lin, A.
    Guttmann, D.
    van Soest, J.
    Dekker, A.
    Bilker, W.
    Zhang, Z.
    Rosenthal, D.
    Axelrod, R.
    Galvin, J.
    Frank, S.
    Thorstad, W.
    Huth, B.
    Hsu, A.
    Trotti, A.
    Zhang, Q.
    Xiao, Y.
    MEDICAL PHYSICS, 2017, 44 (06)