Muheng Shang

20 papers Journal 8Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Toward Trustworthy Multi-View Representation With Fine-Grained Explainability Embeddings.
IEEE Trans. Medical Imaging
Jin Zhang, Yan Yang, Muheng Shang, Lei Guo, Daoqiang Zhang, Lei Du
2025 — conf
A Data-Driven Brain Imaging Quantitative Trait Mediation Effect Identification Method for Alzheimer's Disease.
BIBM
Yan Yang, Muheng Shang, Hongdong Li, Yulin Wang, Lei Du
2025 J jnl
Modeling multi-stage disease progression and identifying genetic risk factors via a novel collaborative learning method.
Bioinform.
Duo Xi, Minjianan Zhang, Muheng Shang, Lei Du, Junwei Han
2025 J jnl
Mutual-assistance learning for trustworthy biomarker discovery and disease prediction.
Briefings Bioinform.
Jin Zhang, Yan Yang, Muheng Shang, Lei Guo, Daoqiang Zhang, Lei Du
2025 — conf
Predicting Brain Age Based on Neuroimaging and DNA Methylation via A Multiomics Attention-Based Variational Autoencoder.
BIBM
Wenrui Cui, Hong Pang, Yan Yang, Muheng Shang, Hongdong Li, Lei Du
2025 — conf
Predicting MCI Conversion Status Using Baseline Neuroimaging Scans and Genetics Variations.
BIBM
Yan Yang, Muheng Shang, Ying Wang, Jin Zhang, Hongdong Li, Yulin Wang, Lei Du
2025 J jnl
Trustworthy causal biomarker discovery: a multiomics brain imaging genetics-based approach.
Bioinform.
Jin Zhang, Yan Yang, Muheng Shang, Lei Guo, Daoqiang Zhang, Lei Du, Alzheimer's Disease Neuroimaging Initiative
2024 — conf
A Co-contrastive Learning Method to Fuse Multi-modal Phenotypes and Identify Genetic Risk Variations.
BCB
Muheng Shang, Yan Yang, Jin Zhang, Daoqiang Zhang, Lei Du
2024 J jnl
A Multi-Task Deep Feature Selection Method for Brain Imaging Genetics.
IEEE ACM Trans. Comput. Biol. Bioinform.
Chenglin Yu, Shu Zhang, Muheng Shang, Lei Guo, Junwei Han, Lei Du
2024 — conf
Disease Progression Prediction Incorporating Genotype-Environment Interactions: A Longitudinal Neurodegenerative Disorder Study.
MICCAI (3)
Jin Zhang, Muheng Shang, Yan Yang, Lei Guo, Junwei Han, Lei Du
2024 J jnl
Identification of Genetic Risk Factors Based on Disease Progression Derived From Longitudinal Brain Imaging Phenotypes.
IEEE Trans. Medical Imaging
Lei Du, Ying Zhao, Jianting Zhang, Muheng Shang, Jin Zhang, Junwei Han
2024 — conf
Identification of disease-related genetic variants and imaging factors leveraging summary statistics.
BIBM
Duo Xi, Dingnan Cui, Minjianan Zhang, Jin Zhang, Muheng Shang, Lei Guo, Lei Du, Junwei Han
2023 — conf
Chat2Brain: A Method for Mapping Open-Ended Semantic Queries to Brain Activation Maps.
BIBM
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
2023 J jnl
Chat2Brain: A Method for Mapping Open-Ended Semantic Queries to Brain Activation Maps.
CoRR
Yaonai Wei, Tuo Zhang, Han Zhang, Tianyang Zhong, Lin Zhao, Zhengliang Liu, Chong Ma, Songyao Zhang, Muheng Shang, Lei Du, Xiao Li, Tianming Liu, Junwei Han
2023 — conf
FMRI-Guided Time-Symmetric Joint Model for Visual Attention Prediction.
BIBM
Yaonai Wei, Chong Ma, Tianyang Zhong, Lei Du, Tuo Zhang, Songyao Zhang, Li Yang, Tianming Liu, Han Zhang, Zhibin He, Muheng Shang, Junwei Han
2023 — conf
Identification of Disease-Sensitive Brain Imaging Phenotypes and Genetic Factors Using GWAS Summary Statistics.
MICCAI (5)
Duo Xi, Dingnan Cui, Jin Zhang, Muheng Shang, Minjianan Zhang, Lei Guo, Junwei Han, Lei Du
2023 — conf
Identifying Disease-related Brain Imaging Quantitative Traits and Related Genetic Variations via A Bidirectional Association Learning Method.
BIBM
Muheng Shang, Yan Yang, Minjianan Zhang, Jin Zhang, Duo Xi, Lei Guo, Lei Du
2023 — conf
Identifying Main and Epistasis Effects of Genetic Variations on Neuroimaging Phenotypes Using Effective Feature Interaction Learning.
BIBM
Jin Zhang, Qiang Xie, Muheng Shang, Duo Xi, Minjianan Zhang, Lei Guo, Lei Du
2023 J jnl
inMTSCCA: An Integrated Multi-task Sparse Canonical Correlation Analysis for Multi-omic Brain Imaging Genetics.
Genom. Proteom. Bioinform.
Lei Du, Jin Zhang, Ying Zhao, Muheng Shang, Lei Guo, Junwei Han
2022 — conf
A Sparse Multi-task Contrastive and Discriminative Learning Method with Feature Selection for Brain Imaging Genetics.
BIBM
Jin Zhang, Muheng Shang, Qiang Xie, Minjianan Zhang, Duo Xi, Lei Guo, Junwei Han, Lei Du