Jin Zhang

23 papers Journal 12Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Mutual learning for joint disease detection and severity prediction reveals multimodal pathogenesis for neurodegenerative disorders.
Bioinform.
Jin Zhang, Yixin Ji, Jinhua Liu, Wenrui Cui, Xiaohui Yao, Hongdong Li, Daoqiang Zhang, Alzheimer's Disease Neuroimaging Initiative
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 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 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 — 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 — conf
Disentangling Disease-sensitive Multimodal Neuroimaging Phenotypes and Related Genetic Factors: A Multimodal Study of ADNI Cohort.
BIBM
Jin Zhang, Minjianan Zhang, Lei Guo, Daoqiang Zhang, 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
2024 J jnl
Modeling genotype-protein interaction and correlation for Alzheimer's disease: a multi-omics imaging genetics study.
Briefings Bioinform.
Jin Zhang, Zikang Ma, Yan Yang, Lei Guo, Lei Du
2023 J jnl
A multi-task SCCA method for brain imaging genetics and its application in neurodegenerative diseases.
Comput. Methods Programs Biomed.
Xin Zhang, Yipeng Hao, Jin Zhang, Yanuo Ji, Shihong Zou, Shijie Zhao, Songyun Xie, Lei Du
2023 J jnl
Adaptive structured sparse multiview canonical correlation analysis for multimodal brain imaging association identification.
Sci. China Inf. Sci.
Lei Du, Huiai Wang, Jin Zhang, Shu Zhang, Lei Guo, 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
2022 J jnl
Identification of multimodal brain imaging association via a parameter decomposition based sparse multi-view canonical correlation analysis method.
BMC Bioinform.
Jin Zhang, Huiai Wang, Ying Zhao, Lei Guo, Lei Du
2021 J jnl
Corrigendum to Identifying associations among genomic, proteomic and imaging biomarkers via adaptive sparse multi-view canonical correlation analysis [Medical Image Analysis 70 (2021) 1-12/102003].
Medical Image Anal.
Lei Du, Jin Zhang, Fang Liu, Huiai Wang, Lei Guo, Junwei Han
2021 J jnl
Identifying associations among genomic, proteomic and imaging biomarkers via adaptive sparse multi-view canonical correlation analysis.
Medical Image Anal.
Lei Du, Jin Zhang, Fang Liu, Huiai Wang, Lei Guo, Junwei Han, Alzheimer's Disease Neuroimaging Initiative
2021 — conf
Improved Multi-task SCCA for Brain Imaging Genetics via Joint Consideration of the Diagnosis, Parameter Decomposition and Network Constraints.
BIBM
Xin Zhang, Yipeng Hao, Jin Zhang, Shihong Zou, Songyun Xie, Lei Du
2020 — conf
Mining High-order Multimodal Brain Image Associations via Sparse Tensor Canonical Correlation Analysis.
BIBM
Lei Du, Jin Zhang, Fang Liu, Minjianan Zhang, Huiai Wang, Lei Guo, Junwei Han