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

Duo Xi

Duo Xi Minjianan Zhang Muheng Shang Lei Du 0001 Junwei Han 0001 Modeling multi-stage disease progression and identifying genetic risk factors via a novel collaborative learning method. 2025 41 Bioinform. 1 https://doi.org/10.1093/bioinformatics/btae728 db/journals/bioinformatics/bioinformatics41.html#XiZS0025

Duo Xi Dingnan Cui Minjianan Zhang Jin Zhang 0023 Muheng Shang Lei Guo 0002 Lei Du 0001 Junwei Han 0001 Identification of disease-related genetic variants and imaging factors leveraging summary statistics. 1244-1249 2024 BIBM https://doi.org/10.1109/BIBM62325.2024.10822054 conf/bibm/2024 db/conf/bibm/bibm2024.html#XiCZZSGDH24 Muheng Shang Yan Yang 0011 Minjianan Zhang Jin Zhang 0023 Duo Xi Lei Guo 0002 Lei Du 0001 Identifying Disease-related Brain Imaging Quantitative Traits and Related Genetic Variations via A Bidirectional Association Learning Method. 616-621 2023 BIBM https://doi.org/10.1109/BIBM58861.2023.10385388 conf/bibm/2023 db/conf/bibm/bibm2023.html#ShangYZZXGD23 Jin Zhang 0023 Qiang Xie Muheng Shang Duo Xi Minjianan Zhang Lei Guo 0002 Lei Du 0001 Identifying Main and Epistasis Effects of Genetic Variations on Neuroimaging Phenotypes Using Effective Feature Interaction Learning. 759-764 2023 BIBM https://doi.org/10.1109/BIBM58861.2023.10385744 conf/bibm/2023 db/conf/bibm/bibm2023.html#ZhangXSXZGD23 Duo Xi Dingnan Cui Jin Zhang 0023 Muheng Shang Minjianan Zhang Lei Guo 0002 Junwei Han 0001 Lei Du 0001 Identification of Disease-Sensitive Brain Imaging Phenotypes and Genetic Factors Using GWAS Summary Statistics. 622-631 2023 MICCAI (5) https://doi.org/10.1007/978-3-031-43904-9_60 conf/miccai/2023-5 db/conf/miccai/miccai2023-5.html#XiCZSZGHD23 Jin Zhang 0023 Muheng Shang Qiang Xie Minjianan Zhang Duo Xi Lei Guo 0002 Junwei Han 0001 Lei Du 0001 A Sparse Multi-task Contrastive and Discriminative Learning Method with Feature Selection for Brain Imaging Genetics. 660-665 2022 BIBM https://doi.org/10.1109/BIBM55620.2022.9995050 conf/bibm/2022 db/conf/bibm/bibm2022.html#ZhangSXZXGHD22 Dingnan Cui Lei Du 0001 Lei Guo 0002 Junwei Han 0001 Muheng Shang Qiang Xie Yan Yang 0011 Jin Zhang 0023 Minjianan Zhang