Muheng Shang

According to our database, Muheng Shang authored at least 19 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2026

Toward Trustworthy Multi-View Representation With Fine-Grained Explainability Embeddings.

Jin Zhang, Yan Yang, Muheng Shang, Lei Guo, Daoqiang Zhang, Lei Du

IEEE Trans. Medical Imaging, February, 2026

2025

Mutual-assistance learning for trustworthy biomarker discovery and disease prediction.

Jin Zhang, Yan Yang, Muheng Shang, Lei Guo, Daoqiang Zhang, Lei Du

Briefings Bioinform., March, 2025

Modeling multi-stage disease progression and identifying genetic risk factors via a novel collaborative learning method.

Duo Xi, Minjianan Zhang, Muheng Shang, Lei Du, Junwei Han

Bioinform., 2025

Trustworthy causal biomarker discovery: a multiomics brain imaging genetics-based approach.

Jin Zhang, Yan Yang, Muheng Shang, Lei Guo, Daoqiang Zhang, Lei Du, Alzheimer's Disease Neuroimaging Initiative

Bioinform., 2025

Predicting MCI Conversion Status Using Baseline Neuroimaging Scans and Genetics Variations.

Yan Yang, Muheng Shang, Ying Wang, Jin Zhang, Hongdong Li, Yulin Wang, Lei Du

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

A Data-Driven Brain Imaging Quantitative Trait Mediation Effect Identification Method for Alzheimer's Disease.

Yan Yang, Muheng Shang, Hongdong Li, Yulin Wang, Lei Du

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

Predicting Brain Age Based on Neuroimaging and DNA Methylation via A Multiomics Attention-Based Variational Autoencoder.

Wenrui Cui, Hong Pang, Yan Yang, Muheng Shang, Hongdong Li, Lei Du

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2024

Identification of Genetic Risk Factors Based on Disease Progression Derived From Longitudinal Brain Imaging Phenotypes.

Lei Du, Ying Zhao, Jianting Zhang, Muheng Shang, Jin Zhang, Junwei Han

IEEE Trans. Medical Imaging, March, 2024

A Multi-Task Deep Feature Selection Method for Brain Imaging Genetics.

Chenglin Yu, Shu Zhang, Muheng Shang, Lei Guo, Junwei Han, Lei Du

IEEE ACM Trans. Comput. Biol. Bioinform., 2024

Disease Progression Prediction Incorporating Genotype-Environment Interactions: A Longitudinal Neurodegenerative Disorder Study.

Jin Zhang, Muheng Shang, Yan Yang, Lei Guo, Junwei Han, Lei Du

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Identification of disease-related genetic variants and imaging factors leveraging summary statistics.

Duo Xi, Dingnan Cui, Minjianan Zhang, Jin Zhang, Muheng Shang, Lei Guo, Lei Du, Junwei Han

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

A Co-contrastive Learning Method to Fuse Multi-modal Phenotypes and Identify Genetic Risk Variations.

Muheng Shang, Yan Yang, Jin Zhang, Daoqiang Zhang, Lei Du

Proceedings of the 15th ACM International Conference on Bioinformatics, 2024

2023

inMTSCCA: An Integrated Multi-task Sparse Canonical Correlation Analysis for Multi-omic Brain Imaging Genetics.

Lei Du, Jin Zhang, Ying Zhao, Muheng Shang, Lei Guo, Junwei Han

Genom. Proteom. Bioinform., April, 2023

Identification of Disease-Sensitive Brain Imaging Phenotypes and Genetic Factors Using GWAS Summary Statistics.

Duo Xi, Dingnan Cui, Jin Zhang, Muheng Shang, Minjianan Zhang, Lei Guo, Junwei Han, Lei Du

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Identifying Main and Epistasis Effects of Genetic Variations on Neuroimaging Phenotypes Using Effective Feature Interaction Learning.

Jin Zhang, Qiang Xie, Muheng Shang, Duo Xi, Minjianan Zhang, Lei Guo, Lei Du

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Chat2Brain: A Method for Mapping Open-Ended Semantic Queries to Brain Activation Maps.

Yaonai Wei, Tianyang Zhong, Songyao Zhang, Xiao Li, Tuo Zhang, Lin Zhao, Zhengliang Liu, Muheng Shang, Tianming Liu, Han Zhang, Chong Ma, Lei Du, Junwei Han

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

FMRI-Guided Time-Symmetric Joint Model for Visual Attention Prediction.

Yaonai Wei, Chong Ma, Tianyang Zhong, Lei Du, Tuo Zhang, Songyao Zhang, Li Yang, Tianming Liu, Han Zhang, Zhibin He, Muheng Shang, Junwei Han

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Identifying Disease-related Brain Imaging Quantitative Traits and Related Genetic Variations via A Bidirectional Association Learning Method.

Muheng Shang, Yan Yang, Minjianan Zhang, Jin Zhang, Duo Xi, Lei Guo, Lei Du

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

A Sparse Multi-task Contrastive and Discriminative Learning Method with Feature Selection for Brain Imaging Genetics.

Jin Zhang, Muheng Shang, Qiang Xie, Minjianan Zhang, Duo Xi, Lei Guo, Junwei Han, Lei Du

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022