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Yingqi Zhao, Ph.D. - Publications

Affiliations: 
2012 Biostatistics University of North Carolina, Chapel Hill, Chapel Hill, NC 
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31 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Liang M, Choi YG, Ning Y, Smith MA, Zhao YQ. Estimation and inference on high-dimensional individualized treatment rule in observational data using split-and-pooled de-correlated score. Journal of Machine Learning Research : Jmlr. 23. PMID 38098839  0.359
2023 Dong X, Zheng Y, Lin DW, Newcomb L, Zhao YQ. Constructing time-invariant dynamic surveillance rules for optimal monitoring schedules. Biometrics. PMID 37479875 DOI: 10.1111/biom.13911  0.304
2021 Zhang S, LeBlanc ML, Zhao YQ. Restricted survival benefit with right-censored data. Biometrical Journal. Biometrische Zeitschrift. PMID 34970772 DOI: 10.1002/bimj.202000392  0.325
2020 Meng H, Zhao YQ, Fu H, Qiao X. Near-optimal Individualized Treatment Recommendations. Journal of Machine Learning Research : Jmlr. 21. PMID 34335111  0.413
2020 Pan Y, Zhao YQ. Improved doubly robust estimation in learning optimal individualized treatment rules. Journal of the American Statistical Association. 116: 283-294. PMID 34024961 DOI: 10.1080/01621459.2020.1725522  0.399
2020 Pan Y, Zhao YQ. Improved doubly robust estimation in learning optimal individualized treatment rules. Journal of the American Statistical Association. 116: 283-294. PMID 34024961 DOI: 10.1080/01621459.2020.1725522  0.399
2020 Zhang C, Chen J, Fu H, He X, Zhao YQ, Liu Y. Multicategory Outcome Weighted Margin-based Learning for Estimating Individualized Treatment Rules. Statistica Sinica. 30: 1857-1879. PMID 33311956 DOI: 10.5705/ss.202017.0527  0.458
2019 Wang Y, Zhao YQ, Zheng Y. Learning-based biomarker-assisted rules for optimized clinical benefit under a risk-constraint. Biometrics. PMID 31833561 DOI: 10.1111/Biom.13199  0.395
2019 Zhao YQ, LeBlanc ML. Designing precision medicine trials to yield greater population impact. Biometrics. PMID 31598964 DOI: 10.1111/Biom.13161  0.374
2019 Zhao YQ, Redman MW, LeBlanc ML. Quantifying treatment effects using the personalized chance of longer survival. Statistics in Medicine. PMID 31502297 DOI: 10.1002/Sim.8363  0.461
2019 Zhao YQ, Laber EB, Ning Y, Saha S, Sands BE. Efficient augmentation and relaxation learning for individualized treatment rules using observational data. Journal of Machine Learning Research : Jmlr. 20. PMID 31440118  0.404
2018 Liu Y, Wang Y, Kosorok MR, Zhao Y, Zeng D. Augmented outcome-weighted learning for estimating optimal dynamic treatment regimens. Statistics in Medicine. PMID 29873099 DOI: 10.1002/Sim.7844  0.643
2016 Minsker S, Zhao YQ, Cheng G. Active Clinical Trials for Personalized Medicine. Journal of the American Statistical Association. 111: 875-887. PMID 28018014 DOI: 10.1080/01621459.2015.1066682  0.461
2016 Chen J, Liu Y, Zeng D, Song R, Zhao Y, Kosorok MR. Comment. Journal of the American Statistical Association. 111: 942-947. PMID 28003710 DOI: 10.1080/01621459.2016.1200914  0.539
2016 Zhu R, Zhao YQ, Chen G, Ma S, Zhao H. Greedy outcome weighted tree learning of optimal personalized treatment rules. Biometrics. PMID 27704531 DOI: 10.1111/Biom.12593  0.553
2016 Chen J, Liu Y, Zeng D, Song R, Zhao Y, Kosorok MR. Comment Journal of the American Statistical Association. 111: 942-947. DOI: 10.1080/01621459.2016.1200914  0.541
2015 Laber EB, Zhao YQ, Regh T, Davidian M, Tsiatis A, Stanford JB, Zeng D, Song R, Kosorok MR. Using pilot data to size a two-arm randomized trial to find a nearly optimal personalized treatment strategy. Statistics in Medicine. PMID 26506890 DOI: 10.1002/Sim.6783  0.607
2015 Zhao YQ, Zeng D, Laber EB, Kosorok MR. New Statistical Learning Methods for Estimating Optimal Dynamic Treatment Regimes. Journal of the American Statistical Association. 110: 583-598. PMID 26236062 DOI: 10.1080/01621459.2014.937488  0.614
2015 Xu Y, Yu M, Zhao YQ, Li Q, Wang S, Shao J. Regularized outcome weighted subgroup identification for differential treatment effects. Biometrics. 71: 645-53. PMID 25962845 DOI: 10.1111/Biom.12322  0.38
2015 Zhao YQ, Zeng D, Laber EB, Song R, Yuan M, Kosorok MR. Doubly Robust Learning for Estimating Individualized Treatment with Censored Data. Biometrika. 102: 151-168. PMID 25937641 DOI: 10.1093/Biomet/Asu050  0.632
2015 Song R, Kosorok M, Zeng D, Zhao Y, Laber E, Yuan M. On Sparse representation for Optimal Individualized Treatment Selection with Penalized Outcome Weighted Learning. Stat. 4: 59-68. PMID 25883393 DOI: 10.1002/sta4.78  0.609
2015 Saha S, Zhao YQ, Shah SA, Esposti SD, Lidofsky S, Shapiro J, Leleiko N, Bright R, Law M, Moniz H, Samad Z, Merrick M, Sands BE. Body image dissatisfaction in patients with inflammatory bowel disease. Inflammatory Bowel Diseases. 21: 345-52. PMID 25569736 DOI: 10.1097/Mib.0000000000000270  0.318
2014 Chakraborty B, Laber EB, Zhao YQ. Inference about the expected performance of a data-driven dynamic treatment regime. Clinical Trials (London, England). 11: 408-417. PMID 24925083 DOI: 10.1177/1740774514537727  0.397
2014 Zhao YQ, Kosorok MR. Discussion of combining biomarkers to optimize patient treatment recommendations. Biometrics. PMID 24889265 DOI: 10.1111/Biom.12189  0.585
2014 Zhao YQ, Laber EB. Estimation of optimal dynamic treatment regimes. Clinical Trials (London, England). 11: 400-407. PMID 24872361 DOI: 10.1177/1740774514532570  0.43
2013 Chakraborty B, Laber EB, Zhao Y. Inference for optimal dynamic treatment regimes using an adaptive m-out-of-n bootstrap scheme. Biometrics. 69: 714-23. PMID 23845276 DOI: 10.1111/Biom.12052  0.44
2013 Zhao Y, Zeng D. Recent development on statistical methods for personalized medicine discovery. Frontiers of Medicine. 7: 102-10. PMID 23377890 DOI: 10.1007/S11684-013-0245-7  0.448
2013 Esserman D, Zhao Y, Tang Y, Cai J. Sample size estimation in educational intervention trials with subgroup heterogeneity in only one arm. Statistics in Medicine. 32: 2140-54. PMID 23172724 DOI: 10.1002/Sim.5678  0.594
2012 Zhao Y, Zeng D, Rush AJ, Kosorok MR. Estimating Individualized Treatment Rules Using Outcome Weighted Learning. Journal of the American Statistical Association. 107: 1106-1118. PMID 23630406 DOI: 10.1080/01621459.2012.695674  0.641
2011 Nadkarni NV, Zhao Y, Kosorok MR. Inverse regression estimation for censored data. Journal of the American Statistical Association. 106: 178-190. PMID 21666842 DOI: 10.1198/Jasa.2011.Tm08250  0.536
2011 Zhao Y, Zeng D, Herring AH, Ising A, Waller A, Richardson D, Kosorok MR. Detecting disease outbreaks using local spatiotemporal methods. Biometrics. 67: 1508-17. PMID 21418049 DOI: 10.1111/J.1541-0420.2011.01585.X  0.522
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