| Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program A Verma, JE Huffman, A Rodriguez, M Conery, M Liu, YL Ho, Y Kim, ... Science 385 (6706), eadj1182, 2024 | 307 | 2024 |
| Fast and powerful conditional randomization testing via distillation M Liu, E Katsevich, L Janson, A Ramdas Biometrika 109 (2), 277-293, 2022 | 91 | 2022 |
| Long-term kidney function recovery and mortality after COVID-19-associated acute kidney injury: an international multi-centre observational cohort study BWL Tan, BWQ Tan, ALM Tan, ER Schriver, A Gutiérrez-Sacristán, P Das, ... EClinicalMedicine 55, 2023 | 84 | 2023 |
| Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record data C Hong, E Rush, M Liu, D Zhou, J Sun, A Sonabend, VM Castro, ... NPJ digital medicine 4 (1), 151, 2021 | 70 | 2021 |
| Individual data protected integrative regression analysis of high-dimensional heterogeneous data T Cai, M Liu, Y Xia Journal of the American Statistical Association 117 (540), 2105-2119, 2022 | 59 | 2022 |
| Evaluation of mode collapse in generative adversarial networks S Lala, M Shady, A Belyaeva, M Liu High performance extreme computing, 2018 | 58 | 2018 |
| International analysis of electronic health records of children and youth hospitalized with COVID-19 infection in 6 countries FT Bourgeois, A Gutiérrez-Sacristán, MS Keller, M Liu, C Hong, ... JAMA network open 4 (6), e2112596-e2112596, 2021 | 48 | 2021 |
| Hospitalizations associated with mental health conditions among adolescents in the US and France during the COVID-19 pandemic A Gutiérrez-Sacristán, A Serret-Larmande, MR Hutch, C Sáez, BJ Aronow, ... JAMA network open 5 (12), e2246548-e2246548, 2022 | 39 | 2022 |
| Augmented transfer regression learning with semi-non-parametric nuisance models M Liu, Y Zhang, KP Liao, T Cai Journal of Machine Learning Research 24 (293), 1-50, 2023 | 36* | 2023 |
| International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality GM Weber, C Hong, Z Xia, NP Palmer, P Avillach, S L’yi, MS Keller, ... NPJ digital medicine 5 (1), 74, 2022 | 36* | 2022 |
| Semi-supervised triply robust inductive transfer learning T Cai, M Li, M Liu Journal of the American Statistical Association 120 (550), 1037-1047, 2025 | 35 | 2025 |
| Double/debiased machine learning for logistic partially linear model M Liu, Y Zhang, D Zhou The Econometrics Journal 24 (3), 559-588, 2021 | 34 | 2021 |
| Integrative high dimensional multiple testing with heterogeneity under data sharing constraints M Liu, Y Xia, K Cho, T Cai Journal of Machine Learning Research 22 (126), 1-26, 2021 | 30 | 2021 |
| Doubly robust augmented model accuracy transfer inference with high dimensional features D Zhou, M Liu, M Li, T Cai Journal of the American Statistical Association 120 (549), 524-534, 2025 | 28 | 2025 |
| Clinical phenotypes and outcomes in children with multisystem inflammatory syndrome across SARS-CoV-2 variant eras: a multinational study from the 4CE consortium F Sperotto, A Gutiérrez-Sacristán, S Makwana, X Li, VN Rofeberg, T Cai, ... EClinicalMedicine 64, 2023 | 26 | 2023 |
| International changes in COVID-19 clinical trajectories across 315 hospitals and 6 countries: retrospective cohort study GM Weber, HG Zhang, S L'Yi, CL Bonzel, C Hong, P Avillach, ... Journal of medical Internet research 23 (10), e31400, 2021 | 23 | 2021 |
| Efficient evaluation of prediction rules in semi-supervised settings under stratified sampling J Gronsbell, M Liu, L Tian, T Cai Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2022 | 19 | 2022 |
| Assessing the most vulnerable subgroup to type II diabetes associated with statin usage: Evidence from electronic health record data X Guo, W Wei, M Liu, T Cai, C Wu, J Wang Journal of the American Statistical Association 118 (543), 1488-1499, 2023 | 18* | 2023 |
| Weakly semi-supervised phenotyping using electronic health records IE Nogues, J Wen, Y Lin, M Liu, SK Tedeschi, A Geva, T Cai, C Hong Journal of biomedical informatics 134, 104175, 2022 | 15 | 2022 |
| Maxway CRT: improving the robustness of the model-X inference S Li, M Liu Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2023 | 13 | 2023 |
