Muxuan Liang

19 papers A* 1Journal 17Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
DT-BEHRT: Disease Trajectory-aware Transformer for Interpretable Patient Representation Learning.
CoRR
Deyi Li, Zijun Yao, Qi Xu, Muxuan Liang, Lingyao Li, Zijian Xu, Mei Liu
2025 J jnl
A Data-Driven Graph Model Approach to Critical Care Patient Clinical Trajectory Prediction.
IEEE Robotics Autom. Lett.
Honglin Du, Muxuan Liang, Xiang Zhong
2025 J jnl
DeepJ: Graph Convolutional Transformers with Differentiable Pooling for Patient Trajectory Modeling.
CoRR
Deyi Li, Zijun Yao, Muxuan Liang, Mei Liu
2025 J jnl
Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation.
IEEE J. Biomed. Health Informatics
Hongxu Jiang, Muhammad Imran, Teng Zhang, Yuyin Zhou, Muxuan Liang, Kuang Gong, Wei Shao
2025 J jnl
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.
Jaeyoung Park, Shilin Guo, Muxuan Liang, Xiang Zhong
2025 J jnl
Multi-Class Segmentation of Aortic Branches and Zones in Computed Tomography Angiography: The AortaSeg24 Challenge.
CoRR
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
2025 A* conf
Towards the Efficient Inference by Incorporating Automated Computational Phenotypes under Covariate Shift.
ICML
Chao Ying, Jun Jin, Yi Guo, Xiudi Li, Muxuan Liang, Jiwei Zhao
2025 J jnl
Uncertainty-Aware Prediction of Parkinson's Disease Medication Needs: A Two-Stage Conformal Prediction Approach.
CoRR
Ricardo Diaz-Rincon, Muxuan Liang, Adolfo Ramirez-Zamora, Benjamin Shickel
2025 — conf
Uncertainty-Aware Prediction of Parkinson’s Disease Medication Needs: A Two-Stage Conformal Prediction Approach.
MLHC
Ricardo Diaz-Rincon, Muxuan Liang, Adolfo Ramirez-Zamora, Benjamin Shickel
2024 J jnl
AIGen: an artificial intelligence software for complex genetic data analysis.
Briefings Bioinform.
Tingting Hou, Xiaoxi Shen, Shan Zhang, Muxuan Liang, Li Chen, Qing Lu
2024 J jnl
Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation.
CoRR
Hongxu Jiang, Muhammad Imran, Linhai Ma, Teng Zhang, Yuyin Zhou, Muxuan Liang, Kuang Gong, Wei Shao
2024 J jnl
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.
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
2024 J jnl
MicroSegNet: A deep learning approach for prostate segmentation on micro-ultrasound images.
Comput. Medical Imaging Graph.
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
2023 J jnl
Image Registration of In Vivo Micro-Ultrasound and Ex Vivo Pseudo-Whole Mount Histopathology Images of the Prostate: A Proof-of-Concept Study.
CoRR
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
2023 J jnl
MicroSegNet: A Deep Learning Approach for Prostate Segmentation on Micro-Ultrasound Images.
CoRR
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
2022 J jnl
Estimation and inference on high-dimensional individualized treatment rule in observational data using split-and-pooled de-correlated score.
J. Mach. Learn. Res.
Muxuan Liang, Young-Geun Choi, Yang Ning, Maureen A. Smith, Ying-Qi Zhao
2018 J jnl
On the effect of electronic patient portal on primary care utilization and appointment adherence.
BMC Medical Informatics Decis. Mak.
Xiang Zhong, Muxuan Liang, Reynerio Sanchez, Menggang Yu, Pamela R. Budd, Julie L. Sprague, Marvin A. Dewar
2017 J jnl
Elastic restricted Boltzmann machines for cancer data analysis.
Quant. Biol.
Sai Zhang, Muxuan Liang, Zhongjun Zhou, Chen Zhang, Ning Chen, Ting Chen, Jianyang Zeng
2015 J jnl
Integrative Data Analysis of Multi-Platform Cancer Data with a Multimodal Deep Learning Approach.
IEEE ACM Trans. Comput. Biol. Bioinform.
Muxuan Liang, Zhizhong Li, Ting Chen, Jianyang Zeng