Muxuan Liang

Estimation and inference on high-dimensional individualized treatment rule in observational data using split-and-pooled de-correlated score

Muxuan Liang, Young-Geun Choi, Yang Ning, 2020, J. Mach. Learn. Res..

On the effect of electronic patient portal on primary care utilization and appointment adherence

Muxuan Liang, Xiang Zhong, Menggang Yu, 2018, BMC Medical Informatics and Decision Making.

A Semiparametric Approach to Model Effect Modification

Muxuan Liang, Menggang Yu, Menggang Yu, 2018, Journal of the American Statistical Association.

Integrative Data Analysis of Multi-Platform Cancer Data with a Multimodal Deep Learning Approach

Ting Chen, Zhizhong Li, Jianyang Zeng, 2015, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Relative Contrast Estimation and Inference for Treatment Recommendation

Muxuan Liang, Menggang Yu, 2020 .

Elastic restricted Boltzmann machines for cancer data analysis

Zhongjun Zhou, Chen Zhang, Muxuan Liang, 2017, Quantitative Biology.

Robust estimation and variable selection for the accelerated failure time model

Muxuan Liang, Yi Li, Lu Mao, 2019, Statistics in medicine.

Estimating individualized optimal combination therapies through outcome weighted deep learning algorithms

Haoda Fu, Muxuan Liang, Ting Ye, 2018, Statistics in medicine.

Learning a high-dimensional classification rule using auxiliary outcomes

Jaeyoung Park, Muxuan Liang, Xiang Zhong, 2020 .

Characteristics of Patients Using Different Patient Portal Functions and the Impact on Primary Care Service Utilization and Appointment Adherence: Retrospective Observational Study

Muxuan Liang, Xiang Zhong, Xiang Zhong, 2020, Journal of medical Internet research.