178 related articles for article (PubMed ID: 34219848)
21. 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]
22. 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]
23. Transfer learning of individualized treatment rules from experimental to real-world data.
Wu L; Yang S
J Comput Graph Stat; 2023; 32(3):1036-1045. PubMed ID: 37997592
[TBL] [Abstract][Full Text] [Related]
24. Self-matched learning to construct treatment decision rulesĀ 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]
25. 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]
26. 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]
27. 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]
28. 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]
29. Composite interaction tree for simultaneous learning of optimal individualized treatment rules and subgroups.
Qiu X; Wang Y
Stat Med; 2019 Jun; 38(14):2632-2651. PubMed ID: 30891797
[TBL] [Abstract][Full Text] [Related]
30. 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]
31. Optimal individualized decision rules from a multi-arm trial: A comparison of methods and an application to tailoring inter-donation intervals among blood donors in the UK.
Xu Y; Wood AM; Sweeting MJ; Roberts DJ; Tom BD
Stat Methods Med Res; 2020 Nov; 29(11):3113-3134. PubMed ID: 32380893
[TBL] [Abstract][Full Text] [Related]
32. Estimation and evaluation of individualized treatment rules following multiple imputation.
Shen J; Hubbard RA; Linn KA
Stat Med; 2023 Oct; 42(23):4236-4256. PubMed ID: 37496450
[TBL] [Abstract][Full Text] [Related]
33. Estimating Individualized Treatment Rules Using Outcome Weighted Learning.
Zhao Y; Zeng D; Rush AJ; Kosorok MR
J Am Stat Assoc; 2012 Sep; 107(449):1106-1118. PubMed ID: 23630406
[TBL] [Abstract][Full Text] [Related]
34. 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]
35. Design considerations and analytical framework for reliably identifying a beneficial individualized treatment rule.
Cain CH; Murray TA; Rudser KD; Rothman AJ; Melzer AC; Joseph AM; Vock DM
Contemp Clin Trials; 2022 Dec; 123():106951. PubMed ID: 36241146
[TBL] [Abstract][Full Text] [Related]
36. On Sparse representation for Optimal Individualized Treatment Selection with Penalized Outcome Weighted Learning.
Song R; Kosorok M; Zeng D; Zhao Y; Laber E; Yuan M
Stat; 2015; 4(1):59-68. PubMed ID: 25883393
[TBL] [Abstract][Full Text] [Related]
37. New Statistical Learning Methods for Estimating Optimal Dynamic Treatment Regimes.
Zhao YQ; Zeng D; Laber EB; Kosorok MR
J Am Stat Assoc; 2015; 110(510):583-598. PubMed ID: 26236062
[TBL] [Abstract][Full Text] [Related]
38. Tree-based methods for individualized treatment regimes.
Laber EB; Zhao YQ
Biometrika; 2015; 102(3):501-514. PubMed ID: 26893526
[TBL] [Abstract][Full Text] [Related]
39. Estimating optimal individualized treatment rules with multistate processes.
Bakoyannis G
Biometrics; 2023 Dec; 79(4):2830-2842. PubMed ID: 37015010
[TBL] [Abstract][Full Text] [Related]
40. Learning Individualized Treatment Rules for Multiple-Domain Latent Outcomes.
Chen Y; Zeng D; Wang Y
J Am Stat Assoc; 2021; 116(533):269-282. PubMed ID: 34776561
[TBL] [Abstract][Full Text] [Related]
[Previous] [Next] [New Search]