BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

120 related articles for article (PubMed ID: 37786410)

  • 1. Meta-analysis of individualized treatment rules via sign-coherency.
    Cheng JJ; Huling JD; Chen G
    Proc Mach Learn Res; 2022; 193():171-198. PubMed ID: 37786410
    [TBL] [Abstract][Full Text] [Related]  

  • 2. 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]  

  • 3. On using electronic health records to improve optimal treatment rules in randomized trials.
    Wu P; Zeng D; Fu H; Wang Y
    Biometrics; 2020 Dec; 76(4):1075-1086. PubMed ID: 32365232
    [TBL] [Abstract][Full Text] [Related]  

  • 4. High-Dimensional Precision Medicine From Patient-Derived Xenografts.
    Rashid NU; Luckett DJ; Chen J; Lawson MT; Wang L; Zhang Y; Laber EB; Liu Y; Yeh JJ; Zeng D; Kosorok MR
    J Am Stat Assoc; 2021; 116(535):1140-1154. PubMed ID: 34548714
    [TBL] [Abstract][Full Text] [Related]  

  • 5. 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]  

  • 6. Learning Personalized Treatment Rules from Electronic Health Records Using Topic Modeling Feature Extraction.
    Wu P; Xu T; Wang Y
    Proc Int Conf Data Sci Adv Anal; 2019 Oct; 2019():392-402. PubMed ID: 32090211
    [TBL] [Abstract][Full Text] [Related]  

  • 7. 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]  

  • 8. Folic acid supplementation and malaria susceptibility and severity among people taking antifolate antimalarial drugs in endemic areas.
    Crider K; Williams J; Qi YP; Gutman J; Yeung L; Mai C; Finkelstain J; Mehta S; Pons-Duran C; Menéndez C; Moraleda C; Rogers L; Daniels K; Green P
    Cochrane Database Syst Rev; 2022 Feb; 2(2022):. PubMed ID: 36321557
    [TBL] [Abstract][Full Text] [Related]  

  • 9. 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]  

  • 10. Multiple domain and multiple kernel outcome-weighted learning for estimating individualized treatment regimes.
    Xie S; Tarpey T; Petkova E; Ogden RT
    J Comput Graph Stat; 2022; 31(4):1375-1383. PubMed ID: 36970034
    [TBL] [Abstract][Full Text] [Related]  

  • 11. 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]  

  • 12. 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]  

  • 13. Improving Individualized Treatment Decisions: A Bayesian Multivariate Hierarchical Model for Developing a Treatment Benefit Index using Mixed Types of Outcomes.
    Wu D; Goldfeld KS; Petkova E; Park HG
    medRxiv; 2024 Jan; ():. PubMed ID: 38014277
    [TBL] [Abstract][Full Text] [Related]  

  • 14. 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]  

  • 15. Non-asymptotic Properties of Individualized Treatment Rules from Sequentially Rule-Adaptive Trials.
    Gao D; Liu Y; Zeng D
    J Mach Learn Res; 2022; 23(250):. PubMed ID: 37576335
    [TBL] [Abstract][Full Text] [Related]  

  • 16. 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]  

  • 17. 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]  

  • 18. Matched Learning for Optimizing Individualized Treatment Strategies Using Electronic Health Records.
    Wu P; Zeng D; Wang Y
    J Am Stat Assoc; 2020; 115(529):380-392. PubMed ID: 33041401
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Self-matched learning to construct treatment decision rules from electronic health records.
    Xu T; Chen Y; Zeng D; Wang Y
    Stat Med; 2022 Jul; 41(17):3434-3447. PubMed ID: 35511090
    [TBL] [Abstract][Full Text] [Related]  

  • 20. Improved doubly robust estimation in learning optimal individualized treatment rules.
    Pan Y; Zhao YQ
    J Am Stat Assoc; 2021; 116(533):283-294. PubMed ID: 34024961
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 6.