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2020 – today
- 2025
[j9]Jaeyoung Park, Shilin Guo, Muxuan Liang
, Xiang Zhong:
Investigation of the causal relationship between patient portal utilization and patient's self-care self-efficacy and satisfaction in care among patients with cancer. BMC Medical Informatics Decis. Mak. 25(1): 12 (2025)- [j8]Honglin Du, Muxuan Liang, Xiang Zhong:
A Data-Driven Graph Model Approach to Critical Care Patient Clinical Trajectory Prediction. IEEE Robotics Autom. Lett. 10(11): 11768-11775 (2025) - [i6]Muhammad Imran, Jonathan R. Krebs, Vishal Balaji Sivaraman, Teng Zhang, Amarjeet Kumar, Walker R. Ueland, Michael J. Fassler, Jinlong Huang, Xiao Sun, Lisheng Wang, Pengcheng Shi, Maximilian Rokuss, Michael Baumgartner, Yannick Kirchhoff, Klaus H. Maier-Hein, Fabian Isensee, Shuolin Liu, Bing Han, Bong Thanh Nguyen, Dong-jin Shin, Park Ji-Woo, Mathew Choi, Kwang-Hyun Uhm, Sung-Jea Ko, Chanwoong Lee, Jaehee Chun, Jin Sung Kim, Minghui Zhang, Hanxiao Zhang, Xin You, Yun Gu, Zhaohong Pan, Xuan Liu, Xiaokun Liang, Markus Tiefenthaler, Enrique Almar-Munoz, Matthias Schwab, Mikhail Kotyushev, Rostislav Epifanov, Marek Wodzinski, Henning Müller, Abdul Qayyum, Moona Mazher, Steven A. Niederer, Zhiwei Wang, Kaixiang Yang, Jintao Ren, Stine Sofia Korreman, Yuchong Gao, Hongye Zeng, Haoyu Zheng, Rui Zheng, Jinghua Yue, Fugen Zhou, Bo Liu, Alexander Cosman, Muxuan Liang, Chang Zhao, Gilbert R. Upchurch Jr., Jun Ma, Yuyin Zhou, Michol A. Cooper, Wei Shao:
Multi-Class Segmentation of Aortic Branches and Zones in Computed Tomography Angiography: The AortaSeg24 Challenge. CoRR abs/2502.05330 (2025) - [i5]Deyi Li, Zijun Yao, Muxuan Liang, Mei Liu:
DeepJ: Graph Convolutional Transformers with Differentiable Pooling for Patient Trajectory Modeling. CoRR abs/2506.15809 (2025) - [i4]Ricardo Diaz-Rincon, Muxuan Liang, Adolfo Ramirez-Zamora, Benjamin Shickel:
Uncertainty-Aware Prediction of Parkinson's Disease Medication Needs: A Two-Stage Conformal Prediction Approach. CoRR abs/2508.10284 (2025) - 2024
- [j7]Tingting Hou, Xiaoxi Shen, Shan Zhang, Muxuan Liang, Li Chen, Qing Lu:
AIGen: an artificial intelligence software for complex genetic data analysis. Briefings Bioinform. 25(3) (2024) - [j6]Muhammad Imran, Brianna Nguyen, Jake Pensa, Sara M. Falzarano, Anthony E. Sisk, Muxuan Liang, John Michael DiBianco, Li-Ming Su, Yuyin Zhou, Jason P. Joseph, Wayne G. Brisbane, Wei Shao:
Image registration of in vivo micro-ultrasound and ex vivo pseudo-whole mount histopathology images of the prostate: A proof-of-concept study. Biomed. Signal Process. Control. 96: 106657 (2024) - [j5]Hongxu Jiang, Muhammad Imran, Preethika Muralidharan, Anjali Patel, Jake Pensa, Muxuan Liang, Tarik Benidir, Joseph R. Grajo, Jason P. Joseph, Russell Terry, John Michael DiBianco, Li-Ming Su, Yuyin Zhou, Wayne G. Brisbane, Wei Shao:
MicroSegNet: A deep learning approach for prostate segmentation on micro-ultrasound images. Comput. Medical Imaging Graph. 112: 102326 (2024) - [i3]Hongxu Jiang, Muhammad Imran, Linhai Ma, Teng Zhang, Yuyin Zhou, Muxuan Liang, Kuang Gong, Wei Shao:
Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation. CoRR abs/2405.14802 (2024) - 2023
- [i2]Muhammad Imran, Brianna Nguyen, Jake Pensa, Sara M. Falzarano, Anthony E. Sisk, Muxuan Liang, John Michael DiBianco, Li-Ming Su, Yuyin Zhou, Wayne G. Brisbane, Wei Shao:
Image Registration of In Vivo Micro-Ultrasound and Ex Vivo Pseudo-Whole Mount Histopathology Images of the Prostate: A Proof-of-Concept Study. CoRR abs/2305.19939 (2023) - [i1]Hongxu Jiang, Muhammad Imran, Preethika Muralidharan, Anjali Patel, Jake Pensa, Muxuan Liang, Tarik Benidir, Joseph R. Grajo, Jason P. Joseph, Russell Terry, John Michael DiBianco, Li-Ming Su, Yuyin Zhou, Wayne G. Brisbane, Wei Shao:
MicroSegNet: A Deep Learning Approach for Prostate Segmentation on Micro-Ultrasound Images. CoRR abs/2305.19956 (2023) - 2022
- [j4]Muxuan Liang, Young-Geun Choi, Yang Ning, Maureen A. Smith, Ying-Qi Zhao:
Estimation and inference on high-dimensional individualized treatment rule in observational data using split-and-pooled de-correlated score. J. Mach. Learn. Res. 23: 262:1-262:65 (2022)
2010 – 2019
- 2018
- [j3]Xiang Zhong, Muxuan Liang, Reynerio Sanchez, Menggang Yu, Pamela R. Budd, Julie L. Sprague, Marvin A. Dewar:
On the effect of electronic patient portal on primary care utilization and appointment adherence. BMC Medical Informatics Decis. Mak. 18(1): 84:1-84:12 (2018) - 2017
- [j2]Sai Zhang, Muxuan Liang, Zhongjun Zhou, Chen Zhang, Ning Chen, Ting Chen, Jianyang Zeng:
Elastic restricted Boltzmann machines for cancer data analysis. Quant. Biol. 5(2): 159-172 (2017) - 2015
- [j1]Muxuan Liang, Zhizhong Li, Ting Chen, Jianyang Zeng:
Integrative Data Analysis of Multi-Platform Cancer Data with a Multimodal Deep Learning Approach. IEEE ACM Trans. Comput. Biol. Bioinform. 12(4): 928-937 (2015)
Coauthor Index
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