140 related articles for article (PubMed ID: 37588020)
1. 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]
2. 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]
3. 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]
4. 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]
5. 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]
6. Reinforced Angle-based Multicategory Support Vector Machines.
Zhang C; Liu Y; Wang J; Zhu H
J Comput Graph Stat; 2016; 25(3):806-825. PubMed ID: 27891045
[TBL] [Abstract][Full Text] [Related]
7. 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]
8. 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]
9. 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]
10. 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]
11. 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]
12. 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]
13. 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]
14. 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]
15. Estimating individualized treatment rules for multicategory type 2 diabetes treatments using electronic health records.
Lou J; Wang Y; Li L; Zeng D
Stat Interface; 2023; 16(4):505-515. PubMed ID: 38344146
[TBL] [Abstract][Full Text] [Related]
16. 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]
17. Optimal treatment assignment to maximize expected outcome with multiple treatments.
Lou Z; Shao J; Yu M
Biometrics; 2018 Jun; 74(2):506-516. PubMed ID: 29088515
[TBL] [Abstract][Full Text] [Related]
18. 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]
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. 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]
