科研成果

代表性论文

• 01
  DIPOG: A dynamic pooling graph neural network with spatial-temporal-frequency awareness for diagnosis of Alzheimer’s disease

  Shuoyan Zhang, Lin Huang, Min Wang, Yunxia Li, Qihao Guo, Zhenchang Wang, Han Lv, Jiehui Jiang

  Medical Image Analysis, 2026 · DOI: 10.1016/j.media.2026.104280
• 02
  Association between glymphatic dysfunction and glucose hypometabolism in chronic disorders of consciousness: a multimodal PET/MRI study

  Yirong Wang, Kun Guo, Qi Zhang, Zhiyong Quan, Guiyu Li, Taoqi Ma, Yifei Zhang, Jiehui Jiang, Jing Wang, Fei Kang

  Brain Communications, 8(4):fcag235, 2026 · DOI: 10.1093/braincomms/fcag235 · PubMed
• 03
  Multimodal neuroimaging elucidates the posterior-to-anterior gradient of nigrostriatal degeneration in Parkinson's disease

  Huamei Lin#, Ying Zhang#, Yixin Zhao#, Yiman Wei, Benjamin F. Combes, Martin T. Henrich, Fanni F. Geibl, Wolfgang H. Oertel, Kuangyu Shi, Axel Rominger, Ping Wu, Jingjie Ge, Jing Wang, Jiaying Lu, Zizhao Ju, Qian Xu, Huiwei Zhang, Yunhao Yang, Zengping Lin, Yang Yang, Yihui Guan, Fengtao Liu, Jian Wang, Jiehui Jiang, Ruiqing Ni, Chuantao Zuo

  NPJ Parkinson's Disease, advance online publication, 2026 · DOI: 10.1038/s41531-026-01456-y · PubMed
• 04
  Personalized metabolic connectome analysis reveals glucose heterogeneity in ischemic cerebrovascular disease

  Bixiao Cui#, Qi Zhang#, Yi Shan#, Xinyu Wei, Yaqi Xu, Jie Ma, Juanjuan Jiang, Luyao Wang, Matthias Brendel, Axel Rominger, Kuangyu Shi, Min Wang, Jiehui Jiang, Jie Lu

  European Journal of Nuclear Medicine and Molecular Imaging, advance online publication, 2026 · DOI: 10.1007/s00259-026-08083-y · PubMed
• 05
  White matter ¹⁸F-florbetapir retention predicts cognitive decline and treatment response in Alzheimer's disease

  Huamei Lin, Ying Zhang, Ruiqing Ni, Min Wang, Jianwei Men, Jingjie Ge, Jiaying Lu, Jing Wang, Huiwei Zhang, Yunhao Yang, Zhengwei Zhang, Yuhua Zhu, Hongguang Zhao, Tzu-Chen Yen, Junlong Wang, Kuangyu Shi, Axel Rominger, Yihui Guan, Min Fang, Jintai Yu, Jiehui Jiang, Chuantao Zuo

  Alzheimer's Research & Therapy, 2026 · DOI: 10.1186/s13195-026-02098-1
• 06
  Individual gray-white matter functional connection predicts tau spread and cognitive decline in Alzheimer's disease

  Luyao Wang, Yiwen Gao, Jiaying Lu, Quanling Jiang, Huanxin Wang, Fan Dong, Qianhua Zhao, Yihui Guan, Xin Qi, Chuantao Zuo, Jintai Yu, Jiehui Jiang

  NeuroImage, 2026 · DOI: 10.1016/j.neuroimage.2026.121904
• 07
  Stratifying amyloid burden in early Alzheimer's disease using cascaded attention-guided vision transformer using [¹⁸F]Florbetapir PET

  Chenhan Wang, Huiwei Zhang, Fangyang Jiao, Fei Huang, Chenyang Li, Jianwei Men, Zizhao Ju, Huamei Lin, Yunhao Yang, Jiaying Lu, Cheng Yue, Wei Jiang, Shuoyan Zhang, Min Wang, Yihui Guan, Xin Gao, Chuantao Zuo, Jiehui Jiang

  European Radiology, 2026 · DOI: 10.1007/s00330-025-12261-1
• 08
  A unified deep learning framework for cross-platform harmonization of multi-tracer PET quantification in neurodegenerative disease

  Jing Wang, Aocheng Zhong, Qian Xu, Haolin Huang, Yuhua Zhu, Jiaying Lu, Min Wang, Jiehui Jiang, Chengyang Li, Ming Ni, Kaicong Sun, Yihui Guan, Jie Lu, Mei Tian, Dinggang Shen, Huiwei Zhang, Qian Wang, Chuantao Zuo

  NPJ Digital Medicine, 2026 · DOI: 10.1038/s41746-026-02570-0
• 09
  Abnormal Activation and Connection in Middle Frontal Gyrus: A Potential Imaging Feature for Facial Synkinesis Comorbid Depression

  Haonan Guan, Luyao Wang, Fan Dong, Wenjing Hu, Zhilin Zhang, Jinglong Wu, Yue Lu, Wei Ding, Jiehui Jiang

  Depression and Anxiety, 2026 · DOI: 10.1155/da/1705507

• 10
  Plasma biomarkers as core mediators in functional network abnormalities: Evidence from a two-cohort study

  Min Wei, Ying Zhang, Min Wang, Jiayi Zhong, Wenhui Chai, Wenjing Hu, Fengli Tao, Luyao Wang, Qi Zhang, Xianfeng Yu, Rong Shi, Chenyang Li, Ziyan Song, Guanqun Chen, Shuyu Zhang, Jiehui Jiang, Ying Han; Alzheimer's Disease Neuroimaging Initiative

  Alzheimer's & Dementia, 2025 · DOI: 10.1002/alz.70114
• 11
  Evaluating 18F-Florzolotau tau PET for Alzheimer's disease diagnosis with 18F-Flortaucipir as reference

  Qi Zhang, Jiaying Lu, Luyao Wang, Fangyang Jiao, Min Wang, Kuangyu Shi, Chuantao Zuo, Jiehui Jiang

  Journal of Neurology, 2025 · DOI: 10.1007/s00415-025-13342-3
• 12
  Enhancing interpretability of AI with radiomics-based deep neural network: proof of concept in the classification of Parkinsonian syndromes with ¹⁸F-FDG PET imaging

  Chenyang Li, Fangyang Jiao, Shaoyou Wu, Chenhan Wang, Min Wei, Shuoyan Zhang, Luyao Wang, Yu Huang, Yafu Yin, Rong Tian, Alexander Bernhardt, Sabrina Katzdobler, Johannes Levin, Günter U Höglinger, Matthias Brendel, Axel Rominger, Kuangyu Shi, Chuantao Zuo, Jiehui Jiang

  European Journal of Nuclear Medicine and Molecular Imaging, 2025 · DOI: 10.1007/s00259-025-07478-7
• 13
  AI-assisted multi-modal information for the screening of depression: a systematic review and meta-analysis

  Luyao Wang, Chenhan Wang, Chenyang Li, Toshiya Murai, Yicai Bai, Ziyan Song, Shuoyan Zhang, Qi Zhang, Yu Huang, Xiaoying Bi, Jiehui Jiang

  NPJ Digital Medicine, 2025 · DOI: 10.1038/s41746-025-01933-3
• 14
  FROG: A Fine-Grained Spatiotemporal Graph Neural Network With Self-Supervised Guidance for Early Diagnosis of Alzheimer's Disease

  Shuoyan Zhang, Qingmin Wang, Min Wei, Jiayi Zhong, Ying Zhang, Ziyan Song, Chenyang Li, Xiaochen Zhang, Ying Han, Yunxia Li, Han Lv, Jiehui Jiang

  IEEE Journal of Biomedical and Health Informatics, 2025 · DOI: 10.1109/JBHI.2025.3552638
• 15
  Deep-Learning-Based Texture Enhancement of Low-Resolution Brain T1-Weighted Magnetic Resonance Imaging for Alzheimer's Disease Diagnosis

  Jiacheng Yang, Jie Sun, Wei Zhang, Qingmin Wang, Bixiao Cui, Yunxia Li, Han Lv, Jiehui Jiang

  IEEE Transactions on Consumer Electronics, 71(2):2814–2823, 2025 · DOI: 10.1109/TCE.2025.3570467

• 16
  Diagnostic performance of artificial intelligence-assisted PET imaging for Parkinson's disease: a systematic review and meta-analysis

  Jing Wang, Le Xue, Jiehui Jiang, Fengtao Liu, Ping Wu, Jiaying Lu, Huiwei Zhang, Weiqi Bao, Qian Xu, Zizhao Ju, Li Chen, Fangyang Jiao, Huamei Lin, Jingjie Ge, Chuantao Zuo, Mei Tian

  NPJ Digital Medicine, 2024 · DOI: 10.1038/s41746-024-01012-z
• 17
  Characterization of tau propagation pattern and cascading hypometabolism from functional connectivity in Alzheimer's disease

  Min Wang, Jiaying Lu, Ying Zhang, Qi Zhang, Luyao Wang, Ping Wu, Matthias Brendel, Axel Rominger, Kuangyu Shi, Qianhua Zhao, Jiehui Jiang, Chuantao Zuo

  Human Brain Mapping, 2024 · DOI: 10.1002/hbm.26689
• 18
  Correlations between plasma markers and brain Aβ deposition across the AD continuum: Evidence from SILCODE

  Xianfeng Yu, Rong Shi, Xia Zhou, Mingkai Zhang, Yue Cai, Jiehui Jiang, Ying Han

  Alzheimer's & Dementia, 2024 · DOI: 10.1002/alz.14084
• 19
  fMRI signals in white matter rewire gray matter community organization

  Luyao Wang, Huanyu Xu, Ziyan Song, Huanxin Wang, Wenjing Hu, Yiwen Gao, Zhilin Zhang, Jiehui Jiang

  NeuroImage, 2024 · DOI: 10.1016/j.neuroimage.2024.120763
• 20
  Impaired glymphatic function as a biomarker for subjective cognitive decline: An exploratory dual cohort study

  Yuxia Li, Luyao Wang, Jiayi Zhong, Huanyu Xu, Ying Han; Alzheimer's Disease Neuroimaging Initiative; Chuantao Zuo, Jiehui Jiang

  Alzheimer's & Dementia, 2024 · DOI: 10.1002/alz.14149
• 21
  Discovery of High-Risk Clinical Factors That Accelerate Brain Aging in Adults: A Population-Based Machine Learning Study

  Jing Sun, Luyao Wang, Yiwen Gao, Ying Hui, Shuohua Chen, Shouling Wu, Zhenchang Wang, Jiehui Jiang, Han Lv

  Research, 2024 · DOI: 10.34133/research.0500
• 22
  Using interpretable deep learning radiomics model to diagnose and predict progression of early AD disease spectrum: a preliminary [¹⁸F]FDG PET study

  Jiehui Jiang, Chenyang Li, Jiaying Lu, Jie Sun, Xiaoming Sun, Jiacheng Yang, Luyao Wang, Chuantao Zuo, Kuangyu Shi; Alzheimer's Disease Neuroimaging Initiative

  European Radiology, 2024 · DOI: 10.1007/s00330-024-11158-9
• 23
  Different stimulation targets of rTMS modulate specific triple-network and hippocampal-cortex functional connectivity

  Luyao Wang, Wenjing Hu, Huanxin Wang, Ziyan Song, Hua Lin, Jiehui Jiang

  Brain Stimulation, 2024 · DOI: 10.1016/j.brs.2024.11.003
• 24
  Asymmetrical patterns of β-amyloid deposition and cognitive changes in Alzheimer's disease: the SILCODE study

  Xianfeng Yu, Ying Zhang, Yue Cai, Ning Rong, Ruixian Li, Rong Shi, Min Wei, Jiehui Jiang, Ying Han

  Cerebral Cortex, 2024 · DOI: 10.1093/cercor/bhae485

* 课题组累计发表 SCI 论文 140 余篇，此处仅列出近年代表性工作。完整论文列表与文献链接整理中，欢迎邮件联系。