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Muxuan Liang
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Year
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
2772014
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
442020
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
402018
Estimating individualized optimal combination therapies through outcome weighted deep learning algorithms
M Liang, T Ye, H Fu
Statistics in Medicine 37 (27), 2018
232018
A semiparametric approach to model effect modification
M Liang, M Yu
Journal of the American Statistical Association 117 (538), 752-764, 2022
182022
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
152022
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
152018
Risk prediction for heterogeneous populations with application to hospital admission prediction
JD Huling, M Yu, M Liang, M Smith
Biometrics 74 (2), 2018
142018
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
102021
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
72021
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
72017
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
32024
Relative contrast estimation and inference for treatment recommendation
M Liang, M Yu
Biometrics 79 (4), 2920-2932, 2023
32023
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
32022
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
22023
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
22023
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
22023
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
22022
Learning a high-dimensional classification rule using auxiliary outcomes
M Liang, X Zhong, J Park
arXiv preprint arXiv:2011.05493 2, 2020
22020
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
12024
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