Muxuan Liang
Scholar

Muxuan Liang

Google Scholar ID: 7MuuifUAAAAJ
MD Anderson Cancer Center
Precision MedicineMachine LearningBiostatistics
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
654
 
H-index
13
 
i10-index
16
 
Publications
20
 
Co-authors
6
list available
Contact
Emailmliang2@mdanderson.org
Publications
11 items
CASCADE Conformal Prediction: Uncertainty-Adaptive Prediction Intervals for Two-Stage Clinical Decision Support
2026
Cited
0
A Unified Framework for Structure-Aware Clustering and Heterogeneous Causal Graph Learning
2026
Cited
0
Classification-Powered Conformal Inference for Zero-inflated Outcomes
2026
Cited
0
DT-BEHRT: Disease Trajectory-aware Transformer for Interpretable Patient Representation Learning
2026
Cited
0
Two-Sample Testing with Block-Wise Missingness in Multi-Source Data
2025
Cited
0
Uncertainty-Aware Prediction of Parkinson's Disease Medication Needs: A Two-Stage Conformal Prediction Approach
2025
Cited
0
Late Fusion Multi-task Learning for Semiparametric Inference with Nuisance Parameters
2025
Cited
0
DeepJ: Graph Convolutional Transformers with Differentiable Pooling for Patient Trajectory Modeling
2025
Cited
0
Resume (English only)
Academic Achievements
  • Reviewer for journals including Statistics in Medicine, Biometrics, JASA, Annals of Statistics, Nature Medicine, etc.
  • Co-lead of Cancer AI Working Group, UF Health Cancer Center (2023/2024)
  • Statistical Reviewer for V Foundation for Cancer Research Grant Review Panel
  • Member of ICSA Student Paper Award Committee (2021/2022)
  • Co-Investigator on NIH R21-NIA grant: 'Gaze Stability during Walking in Parkinson's Disease'
Co-authors
6 total
Xiang Zhong
Xiang Zhong
University of Florida
Menggang Yu
Menggang Yu
University of Wisconsion, Madison
Haoda Fu
Haoda Fu
Haoda Fu
Ting Ye
Ting Ye
University of Washington
Jared D. Huling
Jared D. Huling
Assistant Professor of Biostatistics, School of Public Health, University of Minnesota
Sai Zhang
Sai Zhang
Assistant Professor, Yale University