Muxuan Liang
Cited by
Cited by
Integrative data analysis of multi-platform cancer data with a multimodal deep learning approach
M Liang, Z Li, T Chen, J Zeng
IEEE/ACM transactions on computational biology and bioinformatics 12 (4 …, 2014
Characteristics of patients using different patient portal functions and the impact on primary care service utilization and appointment adherence: retrospective observational study
X Zhong, J Park, M Liang, F Shi, PR Budd, JL Sprague, MA Dewar
Journal of Medical Internet Research 22 (2), e14410, 2020
On the effect of electronic patient portal on primary care utilization and appointment adherence
X Zhong, M Liang, R Sanchez, M Yu, PR Budd, JL Sprague, MA Dewar
BMC medical informatics and decision making 18, 1-12, 2018
Estimating individualized optimal combination therapies through outcome weighted deep learning algorithms
M Liang, T Ye, H Fu
Statistics in Medicine 37 (27), 2018
A semiparametric approach to model effect modification
M Liang, M Yu
Journal of the American Statistical Association 117 (538), 752-764, 2022
Desiccation resistance differences in Drosophila species can be largely explained by variations in cuticular hydrocarbons
Z Wang, JP Receveur, J Pu, H Cong, C Richards, M Liang, H Chung
Elife 11, e80859, 2022
A computational-based approach to identify estrogen receptor α/β heterodimer selective ligands
CG Coriano, F Liu, CK Sievers, M Liang, Y Wang, Y Lim, M Yu, W Xu
Molecular Pharmacology 93 (3), 197-207, 2018
Risk prediction for heterogeneous populations with application to hospital admission prediction
JD Huling, M Yu, M Liang, M Smith
Biometrics 74 (2), 2018
The causal relationship between portal usage and self-efficacious health information–seeking behaviors: secondary analysis of the health information national trends survey data
J Park, M Liang, JM Alpert, RF Brown, X Zhong
Journal of medical Internet research 23 (1), e17782, 2021
Robust estimation and variable selection for the accelerated failure time model
Y Li, M Liang, L Mao, S Wang
Statistics in medicine 40 (20), 4473-4491, 2021
Elastic restricted Boltzmann machines for cancer data analysis
S Zhang, M Liang, Z Zhou, C Zhang, N Chen, T Chen, J Zeng
Quantitative Biology 5, 159-172, 2017
MicroSegNet: a deep learning approach for prostate segmentation on micro-ultrasound images
H Jiang, M Imran, P Muralidharan, A Patel, J Pensa, M Liang, T Benidir, ...
Computerized Medical Imaging and Graphics 112, 102326, 2024
Relative contrast estimation and inference for treatment recommendation
M Liang, M Yu
Biometrics 79 (4), 2920-2932, 2023
Estimation and inference on high-dimensional individualized treatment rule in observational data using split-and-pooled de-correlated score
M Liang, YG Choi, Y Ning, MA Smith, YQ Zhao
Journal of Machine Learning Research 23 (262), 1-65, 2022
Adverse Long-Term Outcomes and an Immune Suppressed Endotype in Sepsis Patients with Reduced Interferon-γ ELISpot: A Multicenter, Prospective Observational Study
EA Barrios, MB Mazer, P McGonagill, CB Bergmann, MD Goodman, ...
medRxiv, 2023.09. 13.23295360, 2023
Allostatic load and risk of all‐cause, cancer‐specific, and cardiovascular mortality in older cancer survivors: An analysis of the National Health and Nutrition Examination …
D Yang, M Wheeler, SD Karanth, L Aduse‐Poku, C Leeuwenburgh, ...
Aging and cancer 4 (2), 74-84, 2023
Low muscle mass is associated with a higher risk of all–cause and cardiovascular disease–specific mortality in cancer survivors
D Zhang, KA Spiropoulos, A Wijayabahu, DD Christou, SD Karanth, ...
Nutrition 107, 111934, 2023
Radioembolization followed by transarterial chemoembolization in hepatocellular carcinoma
BU Vardar, E Meram, K Karaoglu, M Liang, M Yu, P Laeseke, OS Ozkan
Cureus 14 (4), 2022
Learning a high-dimensional classification rule using auxiliary outcomes
M Liang, X Zhong, J Park
arXiv preprint arXiv:2011.05493 2, 2020
Adverse outcomes and an immunosuppressed endotype in septic patients with reduced IFN-γ ELISpot
EL Barrios, MB Mazer, PW McGonagill, CB Bergmann, MD Goodman, ...
JCI insight 9 (2), 2024
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