BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

120 related articles for article (PubMed ID: 38143785)

  • 1. On Robustness of Individualized Decision Rules.
    Qi Z; Pang JS; Liu Y
    J Am Stat Assoc; 2023; 118(543):2143-2157. PubMed ID: 38143785
    [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. 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]  

  • 4. 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]  

  • 5. Learning Optimal Distributionally Robust Individualized Treatment Rules.
    Mo W; Qi Z; Liu Y
    J Am Stat Assoc; 2021; 116(534):659-674. PubMed ID: 34177007
    [TBL] [Abstract][Full Text] [Related]  

  • 6. 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]  

  • 7. 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]  

  • 8. Estimation and Optimization of Composite Outcomes.
    Luckett DJ; Laber EB; Kim S; Kosorok MR
    J Mach Learn Res; 2021 Jan; 22():. PubMed ID: 34733120
    [TBL] [Abstract][Full Text] [Related]  

  • 9. Efficient augmentation and relaxation learning for individualized treatment rules using observational data.
    Zhao YQ; Laber EB; Ning Y; Saha S; Sands BE
    J Mach Learn Res; 2019; 20():. PubMed ID: 31440118
    [TBL] [Abstract][Full Text] [Related]  

  • 10. Personalized Dose Finding Using Outcome Weighted Learning.
    Chen G; Zeng D; Kosorok MR
    J Am Stat Assoc; 2016; 111(516):1509-1521. PubMed ID: 28255189
    [TBL] [Abstract][Full Text] [Related]  

  • 11. CVaR-Constrained Policy Optimization for Safe Reinforcement Learning.
    Zhang Q; Leng S; Ma X; Liu Q; Wang X; Liang B; Liu Y; Yang J
    IEEE Trans Neural Netw Learn Syst; 2024 Feb; PP():. PubMed ID: 38393836
    [TBL] [Abstract][Full Text] [Related]  

  • 12. 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]  

  • 13. Targeted learning ensembles for optimal individualized treatment rules with time-to-event outcomes.
    Díaz I; Savenkov O; Ballman K
    Biometrika; 2018 Sep; 105(3):723-738. PubMed ID: 30799874
    [TBL] [Abstract][Full Text] [Related]  

  • 14. 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]  

  • 15. Doubly Robust Learning for Estimating Individualized Treatment with Censored Data.
    Zhao YQ; Zeng D; Laber EB; Song R; Yuan M; Kosorok MR
    Biometrika; 2015 Mar; 102(1):151-168. PubMed ID: 25937641
    [TBL] [Abstract][Full Text] [Related]  

  • 16. Decision making and uncertainty quantification for individualized treatments using Bayesian Additive Regression Trees.
    Logan BR; Sparapani R; McCulloch RE; Laud PW
    Stat Methods Med Res; 2019 Apr; 28(4):1079-1093. PubMed ID: 29254443
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Statistical learning of origin-specific statically optimal individualized treatment rules.
    van der Laan MJ; Petersen ML
    Int J Biostat; 2007; 3(1):Article 6. PubMed ID: 19122792
    [TBL] [Abstract][Full Text] [Related]  

  • 18. A parsimonious personalized dose-finding model via dimension reduction.
    Zhou W; Zhu R; Zeng D
    Biometrika; 2021 Sep; 108(3):643-659. PubMed ID: 34658383
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Model selection for survival individualized treatment rules using the jackknife estimator.
    Honvoh GD; Cho H; Kosorok MR
    BMC Med Res Methodol; 2022 Dec; 22(1):328. PubMed ID: 36550398
    [TBL] [Abstract][Full Text] [Related]  

  • 20. Tree based weighted learning for estimating individualized treatment rules with censored data.
    Cui Y; Zhu R; Kosorok M
    Electron J Stat; 2017; 11(2):3927-3953. PubMed ID: 29403568
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 6.