Muxuan Liang

According to our database, Muxuan Liang authored at least 18 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

DT-BEHRT: Disease Trajectory-aware Transformer for Interpretable Patient Representation Learning.

Deyi Li, Zijun Yao, Qi Xu, Muxuan Liang, Lingyao Li, Zijian Xu, Mei Liu

CoRR, March, 2026

2025

Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation.

Hongxu Jiang, Muhammad Imran, Teng Zhang, Yuyin Zhou, Muxuan Liang, Kuang Gong, Wei Shao

IEEE J. Biomed. Health Informatics, December, 2025

Investigation of the causal relationship between patient portal utilization and patient's self-care self-efficacy and satisfaction in care among patients with cancer.

Jaeyoung Park, Shilin Guo, Muxuan Liang, Xiang Zhong

BMC Medical Informatics Decis. Mak., December, 2025

A Data-Driven Graph Model Approach to Critical Care Patient Clinical Trajectory Prediction.

Honglin Du, Muxuan Liang, Xiang Zhong

IEEE Robotics Autom. Lett., November, 2025

Uncertainty-Aware Prediction of Parkinson's Disease Medication Needs: A Two-Stage Conformal Prediction Approach.

Ricardo Diaz-Rincon, Muxuan Liang, Adolfo Ramirez-Zamora, Benjamin Shickel

CoRR, August, 2025

DeepJ: Graph Convolutional Transformers with Differentiable Pooling for Patient Trajectory Modeling.

Deyi Li, Zijun Yao, Muxuan Liang, Mei Liu

CoRR, June, 2025

Multi-Class Segmentation of Aortic Branches and Zones in Computed Tomography Angiography: The AortaSeg24 Challenge.

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

CoRR, February, 2025

Uncertainty-Aware Prediction of Parkinson’s Disease Medication Needs: A Two-Stage Conformal Prediction Approach.

Ricardo Diaz-Rincon, Muxuan Liang, Adolfo Ramirez-Zamora, Benjamin Shickel

Proceedings of the Machine Learning for Healthcare Conference (MLHC 2025), 2025

Towards the Efficient Inference by Incorporating Automated Computational Phenotypes under Covariate Shift.

Chao Ying, Jun Jin, Yi Guo, Xiudi Li, Muxuan Liang, Jiwei Zhao

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

AIGen: an artificial intelligence software for complex genetic data analysis.

Tingting Hou, Xiaoxi Shen, Shan Zhang, Muxuan Liang, Li Chen, Qing Lu

Briefings Bioinform., November, 2024

Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation.

Hongxu Jiang, Muhammad Imran, Linhai Ma, Teng Zhang, Yuyin Zhou, Muxuan Liang, Kuang Gong, Wei Shao

CoRR, 2024

MicroSegNet: A deep learning approach for prostate segmentation on micro-ultrasound images.

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

Comput. Medical Imaging Graph., 2024

Image registration of in vivo micro-ultrasound and ex vivo pseudo-whole mount histopathology images of the prostate: A proof-of-concept study.

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

Biomed. Signal Process. Control., 2024

2023

Image Registration of In Vivo Micro-Ultrasound and Ex Vivo Pseudo-Whole Mount Histopathology Images of the Prostate: A Proof-of-Concept Study.

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

CoRR, 2023

2022

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, Maureen A. Smith, Ying-Qi Zhao

J. Mach. Learn. Res., 2022

2018

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

Xiang Zhong, Muxuan Liang, Reynerio Sanchez, Menggang Yu, Pamela R. Budd, Julie L. Sprague, Marvin A. Dewar

BMC Medical Informatics Decis. Mak., 2018

2017

Elastic restricted Boltzmann machines for cancer data analysis.

Sai Zhang, Muxuan Liang, Zhongjun Zhou, Chen Zhang, Ning Chen, Ting Chen, Jianyang Zeng

Quant. Biol., 2017

2015

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

Muxuan Liang, Zhizhong Li, Ting Chen, Jianyang Zeng

IEEE ACM Trans. Comput. Biol. Bioinform., 2015