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Medical Image Analysis|August 10, 2026
Topology-constrained graph transformer network for structural and functional brain organizationJundan Ji, Mengjun Liu, Nanguang Chen, et al.
Medical Image Analysis|September 4, 2023
Multi-level and joint attention networks on brain functional connectivity for cross-cognitive predictionJing Xia, Nanguang Chen, Anqi Qiu
IEEE Journal of Biomedical and Health Informatics|September 10, 2025
3D-CNN Enhanced Multiscale Progressive Vision Transformer for AD DiagnosisFei Huang, Nanguang Chen, Anqi Qiu
IEEE Transactions on Medical Imaging|October 7, 2025
Q-space Guided Multi-Modal Translation Network for Diffusion-Weighted Image SynthesisPengli Zhu, Yingji Fu, Nanguang Chen, et al.
Scientific Reports|January 9, 2026
A token efficient vision framework using patch residual transformer for Alzheimer's disease diagnosisFei Huang, Pengli Zhu, Nanguang Chen, et al.
IEEE Transactions on Medical Imaging|July 30, 2024
Orthogonal Mixed-Effects Modeling for High-Dimensional Longitudinal Data: An Unsupervised Learning ApproachMing Chen, Yijun Bian, Nanguang Chen, et al.
Neuroimage|April 3, 2025
Dedifferentiation of brain functional gradient captures cognition performance and stroke occurrence: A UK Biobank studyChenye Shen, Chaoqiang Liu, Nanguang Chen, et al.
Medical Image Analysis|April 24, 2025
Cycle-conditional diffusion model for noise correction of diffusion-weighted images using unpaired dataPengli Zhu, Chaoqiang Liu, Yingji Fu, et al.
Scientific Data|October 1, 2021
Optical breast atlas as a testbed for image reconstruction in optical mammographyYidan Xing, Yubo Duan, Padmeya P Indurkar, et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence|July 31, 2025
HL-HGAT: Heterogeneous Graph Attention Network via Hodge-Laplacian OperatorJinghan Huang, Qiufeng Chen, Pengli Zhu, et al.
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