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Muheng Shang
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2020 – today
- 2024
- [j3]Chenglin Yu, Shu Zhang, Muheng Shang, Lei Guo, Junwei Han, Lei Du:
A Multi-Task Deep Feature Selection Method for Brain Imaging Genetics. IEEE ACM Trans. Comput. Biol. Bioinform. 21(6): 1613-1622 (2024) - [j2]Lei Du, Ying Zhao, Jianting Zhang, Muheng Shang, Jin Zhang, Junwei Han:
Identification of Genetic Risk Factors Based on Disease Progression Derived From Longitudinal Brain Imaging Phenotypes. IEEE Trans. Medical Imaging 43(3): 928-939 (2024) - [c8]Muheng Shang, Yan Yang, Jin Zhang, Daoqiang Zhang, Lei Du:
A Co-contrastive Learning Method to Fuse Multi-modal Phenotypes and Identify Genetic Risk Variations. BCB 2024: 68:1-68:6 - [c7]Jin Zhang, Muheng Shang, Yan Yang, Lei Guo, Junwei Han, Lei Du:
Disease Progression Prediction Incorporating Genotype-Environment Interactions: A Longitudinal Neurodegenerative Disorder Study. MICCAI (3) 2024: 152-162 - 2023
- [j1]Lei Du, Jin Zhang, Ying Zhao, Muheng Shang, Lei Guo, Junwei Han:
inMTSCCA: An Integrated Multi-task Sparse Canonical Correlation Analysis for Multi-omic Brain Imaging Genetics. Genom. Proteom. Bioinform. 21(2): 396-413 (2023) - [c6]Muheng Shang, Yan Yang, Minjianan Zhang, Jin Zhang, Duo Xi, Lei Guo, Lei Du:
Identifying Disease-related Brain Imaging Quantitative Traits and Related Genetic Variations via A Bidirectional Association Learning Method. BIBM 2023: 616-621 - [c5]Jin Zhang, Qiang Xie, Muheng Shang, Duo Xi, Minjianan Zhang, Lei Guo, Lei Du:
Identifying Main and Epistasis Effects of Genetic Variations on Neuroimaging Phenotypes Using Effective Feature Interaction Learning. BIBM 2023: 759-764 - [c4]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:
Chat2Brain: A Method for Mapping Open-Ended Semantic Queries to Brain Activation Maps. BIBM 2023: 1523-1530 - [c3]Yaonai Wei, Chong Ma, Tianyang Zhong, Lei Du, Tuo Zhang, Songyao Zhang, Li Yang, Tianming Liu, Han Zhang, Zhibin He, Muheng Shang, Junwei Han:
FMRI-Guided Time-Symmetric Joint Model for Visual Attention Prediction. BIBM 2023: 3212-3217 - [c2]Duo Xi, Dingnan Cui, Jin Zhang, Muheng Shang, Minjianan Zhang, Lei Guo, Junwei Han, Lei Du:
Identification of Disease-Sensitive Brain Imaging Phenotypes and Genetic Factors Using GWAS Summary Statistics. MICCAI (5) 2023: 622-631 - [i1]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:
Chat2Brain: A Method for Mapping Open-Ended Semantic Queries to Brain Activation Maps. CoRR abs/2309.05021 (2023) - 2022
- [c1]Jin Zhang, Muheng Shang, Qiang Xie, Minjianan Zhang, Duo Xi, Lei Guo, Junwei Han, Lei Du:
A Sparse Multi-task Contrastive and Discriminative Learning Method with Feature Selection for Brain Imaging Genetics. BIBM 2022: 660-665
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