| Severe cytokine release syndrome is associated with hematologic toxicity following CD19 CAR T-cell therapy KR Juluri, QV Wu, J Voutsinas, J Hou, AV Hirayama, E Mullane, N Miles, ... Blood Advances 6 (7), 2055-2068, 2022 | 79 | 2022 |
| Subgroup identification in personalized treatment of alcohol dependence J Hou, C Seneviratne, X Su, J Taylor, B Johnson, XQ Wang, H Zhang, ... Alcoholism: Clinical and Experimental Research 39 (7), 1253-1259, 2015 | 25 | 2015 |
| Comparison of dimethyl fumarate vs fingolimod and rituximab vs natalizumab for treatment of multiple sclerosis J Hou, N Kim, T Cai, K Dahal, H Weiner, T Chitnis, T Cai, Z Xia JAMA network open 4 (11), e2134627-e2134627, 2021 | 23 | 2021 |
| High‐dimensional variable selection and prediction under competing risks with application to SEER‐Medicare linked data J Hou, A Paravati, J Hou, R Xu, J Murphy Statistics in medicine 37 (24), 3486-3502, 2018 | 21 | 2018 |
| Cognitive function in early HIV infection A Prakash, J Hou, L Liu, Y Gao, C Kettering, AB Ragin Journal of neurovirology 23, 273-282, 2017 | 16 | 2017 |
| Association between inflammation, incident heart failure, and heart failure subtypes in patients with rheumatoid arthritis S Huang, T Cai, BN Weber, Z He, KP Dahal, C Hong, J Hou, T Seyok, ... Arthritis Care & Research 75 (5), 1036-1045, 2023 | 14 | 2023 |
| Treatment effect estimation under additive hazards models with high-dimensional confounding J Hou, J Bradic, R Xu Journal of the American Statistical Association 118 (541), 327-342, 2023 | 13 | 2023 |
| Federated adaptive causal estimation (face) of target treatment effects L Han, J Hou, K Cho, R Duan, T Cai arXiv preprint arXiv:2112.09313, 2021 | 12 | 2021 |
| Surrogate assisted semi-supervised inference for high dimensional risk prediction J Hou, Z Guo, T Cai Journal of Machine Learning Research 24 (265), 1-58, 2023 | 10 | 2023 |
| Inference under fine-gray competing risks model with high-dimensional covariates J Hou, J Bradic, R Xu | 10 | 2019 |
| Efficient and robust semi-supervised estimation of ATE with partially annotated treatment and response J Hou, R Mukherjee, T Cai arXiv preprint arXiv:2110.12336, 2021 | 9 | 2021 |
| The impact of confounder selection in propensity scores when applied to prospective cohort studies in pregnancy R Xu, J Hou, CD Chambers Reproductive Toxicology 78, 75-80, 2018 | 8 | 2018 |
| A nonparametric maximum likelihood approach for survival data with observed cured subjects, left truncation and right-censoring J Hou, CD Chambers, R Xu Lifetime Data Analysis 24, 612-651, 2018 | 6 | 2018 |
| Temporal trends of multiple sclerosis disease activity: Electronic health records indicators L Liang, N Kim, J Hou, T Cai, K Dahal, C Lin, S Finan, G Savovoa, ... Multiple sclerosis and related disorders 57, 103333, 2022 | 5 | 2022 |
| Risk prediction with imperfect survival outcome information from electronic health records J Hou, SF Chan, X Wang, T Cai Biometrics 79 (1), 190-202, 2023 | 4 | 2023 |
| Semi-supervised approach to event time annotation using longitudinal electronic health records L Liang, J Hou, H Uno, K Cho, Y Ma, T Cai Lifetime data analysis 28 (3), 428-491, 2022 | 4 | 2022 |
| Temporal trends in clinical evidence of 5-year survival within electronic health records among patients with early-stage colon cancer managed with laparoscopy-assisted … J Hou, R Zhao, T Cai, B Beaulieu-Jones, T Seyok, K Dahal, Q Yuan, ... JAMA network open 5 (6), e2218371-e2218371, 2022 | 4 | 2022 |
| Generate Analysis-Ready Data for Real-world Evidence: Tutorial for Harnessing Electronic Health Records With Advanced Informatic Technologies J Hou, R Zhao, J Gronsbell, Y Lin, CL Bonzel, Q Zeng, S Zhang, ... Journal of medical Internet research 25, e45662, 2023 | 2* | 2023 |
| Clustering sequence data with mixture Markov chains with covariates using multiple simplex constrained optimization routine (MSiCOR) P Das, D Sen, D De, J Hou, ZSH Abad, N Kim, Z Xia, T Cai Journal of Computational and Graphical Statistics, 1-14, 2023 | 1 | 2023 |
| High-Resolution Boundary Detection for Medical Image Segmentation with Piece-Wise Two-Sample T-Test Augmented Loss Y Lin, J Su, Y Li, Y Wei, H Yan, S Zhang, J Luo, D Ai, H Song, J Fan, T Fu, ... arXiv preprint arXiv:2211.02419, 2022 | 1 | 2022 |
