Microrandomized trials: developing just-in-time adaptive interventions for better public health X Liu, N Deliu, B Chakraborty American Journal of Public Health 113 (1), 60-69, 2023 | 17 | 2023 |
A distribution-free smoothed combination method to improve discrimination accuracy in multi-category classification R Maiti, J Li, P Das, X Liu, L Feng, DJ Hausenloy, B Chakraborty Statistical Methods in Medical Research 32 (2), 242-266, 2023 | 7* | 2023 |
Contextual bandits with budgeted information reveal K Gan, E Keyvanshokooh, X Liu, S Murphy International Conference on Artificial Intelligence and Statistics, 3970-3978, 2024 | 5 | 2024 |
Incorporating nonparametric methods for estimating causal excursion effects in mobile health with zero-inflated count outcomes X Liu, T Qian, L Bell, B Chakraborty Biometrics 80 (2), 2024 | 2 | 2024 |
Thompson sampling for zero-inflated count outcomes with an application to the Drink Less mobile health study X Liu, N Deliu, T Chakraborty, L Bell, B Chakraborty arXiv preprint arXiv:2311.14359, 2023 | 2 | 2023 |
Online Uniform Sampling: Randomized Learning-Augmented Approximation Algorithms with Application to Digital Health X Liu, K Gan, E Keyvanshokooh, S Murphy arXiv preprint arXiv:2402.01995, 2024 | 1* | 2024 |
More accurate estimates of the accuracy of RT-PCR and chest CT tests for COVID-19 L Wang, X Liu, C Xia, J Liu, X Zhou | 1 | 2021 |
Bridging Innovation and Equity: Advancing Public Health Through Just-in-Time Adaptive Interventions NH Zainal, X Liu, U Leong, X Yan, B Chakraborty Annual Review of Public Health 46, 2024 | | 2024 |
Improving Treatment Responses through Limited Nudges: A Data-Driven Learning and Optimization Approach E Keyvanshokooh, K Gan, Y Guo, X Liu, AL Trella, S Murphy Available at SSRN 4903888, 2024 | | 2024 |
A novel regression method for the analysis of multireader multicase‐free‐response receiver operating characteristics studies X Liu, J Sun, XH Zhou Statistics in Medicine 41 (16), 3022-3038, 2022 | | 2022 |