Home >> Publications >> 2022

1. Cui, Y., Li, C., Liu, B., Sui, J., Song, M., Chen, J., ... & Jiang, T. (2022). Consistent brain structural abnormalities and multisite individualised classification of schizophrenia using deep neural networks. The British Journal of Psychiatry, 221(6), 732-739.DOI: 10.1192/bjp.2022.22

2Chen, P., Yao, H., Tijms, B. M., Wang, P., Wang, D., Song, C., ... & Alzheimer's Disease Neuroimaging Initiative. (2022). Four distinct subtypes of Alzheimer’s disease based on resting-state connectivity biomarkers. Biological Psychiatry.DOI:10.1016/j.biopsych.2022.06.019

3. Wang, Y., Chai, L., Chu, C., Li, D., Gao, C., Wu, X., ... & Fan, L. (2022). Uncovering the genetic profiles underlying the intrinsic organization of the human cerebellum. Molecular psychiatry27(5), 2619-2634.DOI:10.1038/s41380-022-01489-8

  • 4. Li J, Cao D, Dimakopoulos V, Shi W, Yu S, Fan L, Stieglitz L, Imbach L, Sarnthein J, Jiang T. (2021) Anterior-posterior hippocampal dynamics support working memory processing. The Journal of neuroscience : the official journal of the Society for Neuroscience. DOI:10.1523/JNEUROSCI.1287-21.2021 

  • 5. H. Zhu and S. Yu, Retaining Diverse Information in Contrastive Learning Through Multiple Projectors, in IEEE Signal Processing Letters, 2022, DOI: 10.1109/LSP.2022.3198015.

6. K. Li, J. Wan and S. Yu, "CKDF: Cascaded Knowledge Distillation Framework for Robust Incremental Learning," in IEEE Transactions on Image Processing, vol. 31, pp. 3825-3837, 2022, DOI: 10.1109/TIP.2022.3176130

7. Luo N, Luo X, Zheng S, Yao D, Zhao M, Cui Y, Zhu Y, Calhoun VD, Sun L, Sui J. Aberrant brain dynamics and spectral power in children with ADHD and its subtypes. European Child & Adolescent Psychiatry. 2022 Aug 22:1-2.DOI: 10.1007/s00787-022-02068-6

8. Feng A, Luo N, Zhao W, Calhoun VD, Jiang R, Zhi D, Shi W, Jiang T, Yu S, Xu Y, Liu S, et al. Multimodal brain deficits shared in earlyonset and adultonset schizophrenia predict positive symptoms regardless of illness stage. Human Brain Mapping. 2022 Aug 1;43(11):3486-97.  DOI:10.1002/hbm.25862 

9. Zhao M, Yan W, Luo N, Zhi D, Fu Z, Du Y, Yu S, Jiang T, Calhoun VD, Sui J. An attention-based hybrid deep learning framework integrating brain connectivity and activity of resting-state functional MRI data. Medical image analysis. 2022 May 1;78:102413.DOI: 10.1016/j.media.2022.102413

10. Jiang R, Scheinost D, Zuo N, Wu J, Qi S, Liang Q, Zhi D, Luo N, Chung YC, Liu S, Xu Y et al. A Neuroimaging Signature of Cognitive Aging from WholeBrain Functional Connectivity. Advanced Science. 2022 Aug;9(24):2201621.DOI: 10.1002/advs.202201621

11. Li W, Fan L, Shi W, Lu Y, Li J, Luo N, Wang H, Chu C, Ma L, Song M, Li K et al. Brainnetome atlas of preadolescent children based on anatomical connectivity profiles. Cerebral Cortex. 2022 Oct 18.DOI: 10.1093/cercor/bhac415

12.  Shi W, Fan L, Wang H, Liu B, Li W, Li J, Cheng L, Chu C, Song M, Sui J, Luo N et al. Two subtypes of schizophrenia identified by an individual-level atypical pattern of tensor-based morphometric measurement. Cerebral Cortex. 2022 Aug 25. DOI: 10.1093/cercor/bhac301

13.  罗娜,宋明,杨正宜,蒋田仔. 2022. 跨模态脑图谱数据融合研究进展. 中国图象图形学报,27(06):2036- 2056