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Molei Liu
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Cited by
Year
Fast and powerful conditional randomization testing via distillation
M Liu, E Katsevich, L Janson, A Ramdas
Biometrika 109 (2), 277-293, 2022
722022
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
592023
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
522024
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
512021
Evaluation of mode collapse in generative adversarial networks
S Lala, M Shady, A Belyaeva, M Liu
High performance extreme computing, 2018
482018
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
432022
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
40*2021
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
34*2022
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
282021
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
242021
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
23*2023
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
222022
Semi-supervised triply robust inductive transfer learning
T Cai, M Li, M Liu
Journal of the American Statistical Association, 1-11, 2024
212024
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
202023
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, 1-26, 2024
192024
Double/debiased machine learning for logistic partially linear model
M Liu, Y Zhang, D Zhou
The Econometrics Journal 24 (3), 559-588, 2021
192021
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
18*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
11*2023
Prior adaptive semi-supervised learning with application to EHR phenotyping
Y Zhang, M Liu, M Neykov, T Cai
Journal of Machine Learning Research 23 (83), 1-25, 2022
102022
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
82023
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Articles 1–20