BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

197 related articles for article (PubMed ID: 31309858)

  • 1. Robust outcome weighted learning for optimal individualized treatment rules.
    Fu S; He Q; Zhang S; Liu Y
    J Biopharm Stat; 2019; 29(4):606-624. PubMed ID: 31309858
    [TBL] [Abstract][Full Text] [Related]  

  • 2. Estimating individualized treatment rules with risk constraint.
    Huang X; Xu J
    Biometrics; 2020 Dec; 76(4):1310-1318. PubMed ID: 32002993
    [TBL] [Abstract][Full Text] [Related]  

  • 3. Estimating individualized treatment rules for ordinal treatments.
    Chen J; Fu H; He X; Kosorok MR; Liu Y
    Biometrics; 2018 Sep; 74(3):924-933. PubMed ID: 29534296
    [TBL] [Abstract][Full Text] [Related]  

  • 4. Multicategory individualized treatment regime using outcome weighted learning.
    Huang X; Goldberg Y; Xu J
    Biometrics; 2019 Dec; 75(4):1216-1227. PubMed ID: 31095722
    [TBL] [Abstract][Full Text] [Related]  

  • 5. Residual Weighted Learning for Estimating Individualized Treatment Rules.
    Zhou X; Mayer-Hamblett N; Khan U; Kosorok MR
    J Am Stat Assoc; 2017; 112(517):169-187. PubMed ID: 28943682
    [TBL] [Abstract][Full Text] [Related]  

  • 6. Multicategory Outcome Weighted Margin-based Learning for Estimating Individualized Treatment Rules.
    Zhang C; Chen J; Fu H; He X; Zhao YQ; Liu Y
    Stat Sin; 2020; 30():1857-1879. PubMed ID: 33311956
    [TBL] [Abstract][Full Text] [Related]  

  • 7. Learning Optimal Group-structured Individualized Treatment Rules with Many Treatments.
    Ma H; Zeng D; Liu Y
    J Mach Learn Res; 2023; 24():. PubMed ID: 37588020
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Stabilized direct learning for efficient estimation of individualized treatment rules.
    Shah KS; Fu H; Kosorok MR
    Biometrics; 2023 Dec; 79(4):2843-2856. PubMed ID: 36585916
    [TBL] [Abstract][Full Text] [Related]  

  • 9. Estimating individualized optimal combination therapies through outcome weighted deep learning algorithms.
    Liang M; Ye T; Fu H
    Stat Med; 2018 Nov; 37(27):3869-3886. PubMed ID: 30014497
    [TBL] [Abstract][Full Text] [Related]  

  • 10. Outcome-Weighted Learning for Personalized Medicine with Multiple Treatment Options.
    Zhou X; Wang Y; Zeng D
    Proc Int Conf Data Sci Adv Anal; 2018 Oct; 2018():565-574. PubMed ID: 30931437
    [TBL] [Abstract][Full Text] [Related]  

  • 11. Estimating individualized treatment regimes from crossover designs.
    Nguyen CT; Luckett DJ; Kahkoska AR; Shearrer GE; Spruijt-Metz D; Davis JN; Kosorok MR
    Biometrics; 2020 Sep; 76(3):778-788. PubMed ID: 31743424
    [TBL] [Abstract][Full Text] [Related]  

  • 12. Near-optimal Individualized Treatment Recommendations.
    Meng H; Zhao YQ; Fu H; Qiao X
    J Mach Learn Res; 2020; 21():. PubMed ID: 34335111
    [TBL] [Abstract][Full Text] [Related]  

  • 13. Multi-Armed Angle-Based Direct Learning for Estimating Optimal Individualized Treatment Rules With Various Outcomes.
    Qi Z; Liu D; Fu H; Liu Y
    J Am Stat Assoc; 2020; 115(530):678-691. PubMed ID: 34219848
    [TBL] [Abstract][Full Text] [Related]  

  • 14. Tree-based Ensemble Methods For Individualized Treatment Rules.
    Zhu K; Huang Y; Zhou XH
    Biostat Epidemiol; 2017; 2(1):61-83. PubMed ID: 31650095
    [TBL] [Abstract][Full Text] [Related]  

  • 15. Do machine learning methods lead to similar individualized treatment rules? A comparison study on real data.
    Bouvier F; Peyrot E; Balendran A; Ségalas C; Roberts I; Petit F; Porcher R
    Stat Med; 2024 May; 43(11):2043-2061. PubMed ID: 38472745
    [TBL] [Abstract][Full Text] [Related]  

  • 16. Adaptive contrast weighted learning for multi-stage multi-treatment decision-making.
    Tao Y; Wang L
    Biometrics; 2017 Mar; 73(1):145-155. PubMed ID: 27213913
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Net benefit index: Assessing the influence of a biomarker for individualized treatment rules.
    Zhou Y; Song PXK; Fu H
    Biometrics; 2021 Dec; 77(4):1254-1264. PubMed ID: 32918486
    [TBL] [Abstract][Full Text] [Related]  

  • 18. Outcome weighted
    Liu M; Shen X; Pan W
    Stat; 2020 Dec; 10(1):. PubMed ID: 34937955
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Robust regression for optimal individualized treatment rules.
    Xiao W; Zhang HH; Lu W
    Stat Med; 2019 May; 38(11):2059-2073. PubMed ID: 30740747
    [TBL] [Abstract][Full Text] [Related]  

  • 20. Estimating the optimal individualized treatment rule from a cost-effectiveness perspective.
    Xu Y; Greene TH; Bress AP; Sauer BC; Bellows BK; Zhang Y; Weintraub WS; Moran AE; Shen J
    Biometrics; 2022 Mar; 78(1):337-351. PubMed ID: 33215693
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 10.